Verified run

CohereLabs/c4ai-command-a-03-2025

vllm-command-a-fp8-h200-p001-lexen-v1-20260614

Rank
109
Accuracy lexEN v1 · WordNet fine
85.23%
Correct
4143 / 4861
Actual run cost
$0.665
Cost / M items
$137

Accuracy across label schemes

The headline accuracy is lexEN v1 · WordNet fine-grained. Each cell re-scores this run's predictions against a different gold label set and sense granularity; coarse counts a prediction correct when its WordNet sense maps to the same Glite or CSI concept as a gold sense. About these label schemes → About coarsening →

Score against WordNet fine-grainedGlite coarse-grainedCSI coarse-grained (Lacerra 2020)
lexEN v1 85.23% 4143 / 4861 94.47% 4592 / 4861 91.36% 4441 / 4861
Maru 2022 (ALLamended) 83.56% 4062 / 4861 93.93% 4566 / 4861 90.35% 4392 / 4861
Raganato 2017 (original) 78.67% 3824 / 4861 91.59% 4452 / 4861 86.83% 4221 / 4861

Model

Display
CohereLabs/c4ai-command-a-03-2025
Requested
hosted_vllm/CohereLabs/c4ai-command-a-03-2025
Resolved
CohereLabs/c4ai-command-a-03-2025
Vendor
Cohere
API provider
n/a
Hosting
self_hosted
Source
open_source
License
cc-by-nc-4.0
Reasoning
n/a
Model URL
https://huggingface.co/CohereLabs/c4ai-command-a-03-2025
Endpoint
http://localhost:8000/v1
Resolved counts
CohereLabs/c4ai-command-a-03-2025: 4879
HF revision
9df15434745aba6c5f9a4f8de26584effa095297
Quantization
fp8
Inference engine
vllm
Engine version
0.22.1
Container image
vllm/vllm-openai:v0.22.1
Serve command
exec vllm serve aikitoria/c4ai-command-a-03-2025-FP8-Dynamic --port 8000 --served-model-name CohereLabs/c4ai-command-a-03-2025 --max-model-len 8192 --gpu-memory-utilization 0.90 --max-num-seqs 64 --revision 9df15434745aba6c5f9a4f8de26584effa095297

Reproducibility

Created
2026-06-14T12:51:16.703271+00:00
Run schema
sensebench-run-v2
Commit
n/a
Dataset ID
lexen
Dataset version
lexen-v1
Dataset revision
n/a
Dataset items
4,861
Dataset hash
sha256:5fd4382b93f19087a1e31f6dd7d1db17c1eb17ff80fcbe1d3fdd55c0c3ecefe8
Prompt
p001
Prompt version
0.1.0
Repository files
Browse in GitHub

Runtime

Calls
4879
Total tokens
5,742,002
Tokens / item
1,181.2
Total cost
$0.665
Cost / M items
$137
Cost source
machine_time_estimate
Elapsed
10.44m
Success items
4,859
Monosemous
0
No candidates
0
No valid vote
2
Invalid votes
2
Transport errors
0

Machine & Timing

GPU
NVIDIA H200
VRAM / GPU
143,771 MiB
Driver
595.71.05
CUDA
13.2
CPU
Intel(R) Xeon(R) Platinum 8480+ (224 cores)
RAM
2,015.3 GiB
Platform
Linux-6.8.0-107-generic-x86_64-with-glibc2.35
Provider
vast.ai (40919270)
Hourly rate
$3.82/h
Benchmark time
10.44m
Machine-hours / 1M items
35.8 h/M
Concurrency
64

Benchmark time covers only the per-item evaluation loop on this machine, excluding model and asset loading.

Runner

GitHub
vassiliphilippov
Name
Vassili Philippov
Contact
n/a

Sampling

Temperature
0.0000
Top P
n/a
Max tokens
2,048
Seed
n/a
Extra
n/a

Policy

Votes / item
1
Reasks / invalid vote
1
Tie break
earliest_vote
Monosemous
short_circuit

Cost And Token Breakdown

Actual recorded run cost: $0.665. Cost estimate source: machine_time_estimate. Cost is estimated from machine time multiplied by the recorded hourly rate.

Token Type Tokens Cost Price / 1M tokens
Input uncached 5,687,627 n/a n/a
Input cached n/a n/a n/a
Output 54,375 n/a n/a
Reasoning output n/a included in output cost n/a

Reasoning output tokens are shown separately when the provider reports them; recorded cost is stored in the output cost bucket.

Download Raw Run Files

Slice Breakdown

Group Bucket Accuracy Correct Items
Candidate Count 11+ 77.71% 617 794
Candidate Count 2 92.51% 791 855
Candidate Count 3-5 86.53% 1683 1945
Candidate Count 6-10 83.03% 1052 1267
POS ADJ 88.62% 584 659
POS ADV 76.41% 149 195
POS NOUN 88.16% 2554 2897
POS VERB 77.12% 856 1110
Source Dataset semeval2013 89.39% 1019 1140
Source Dataset semeval2015 85.12% 629 739
Source Dataset senseval2 84.41% 1375 1629
Source Dataset senseval3 82.78% 1120 1353

Worst-Bucket Examples

easily Adv

Instance: semeval2015.d000.s009.t012 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

What is Alimta?

Alimta is a powder that is made up into a solution for infusion (drip into a vein).

It contains the active substance pemetrexed.

What is Alimta used for?

Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos).

Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells.

Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: easily
Target surface form: easily
Context:
What is Alimta? Alimta is a powder that is made up into a solution for infusion (drip into a vein). It contains the active substance pemetrexed. What is Alimta used for? Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos). Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread <t>easily</t>, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells. Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past.

Candidate senses:
1. sense_key=easily%4:02:01:: | definition=with ease (`easy' is sometimes used informally for `easily') | synonyms=easy | examples=she was easily excited; was easily confused
2. sense_key=easily%4:02:06:: | definition=without question | examples=easily the best book she's written
3. sense_key=easily%4:02:05:: | definition=indicating high probability; in all likelihood | synonyms=well | examples=I might well do it; a mistake that could easily have ended in disaster

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    with ease (`easy' is sometimes used informally for `easily')

    easily%4:02:01:: · easily.r.01

    • she was easily excited
    • was easily confused

    Synonyms: easy

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    without question

    easily%4:02:06:: · easily.r.02

    • easily the best book she's written
  3. 3

    indicating high probability; in all likelihood

    easily%4:02:05:: · well.r.03

    • I might well do it
    • a mistake that could easily have ended in disaster

    Synonyms: well

    Selected

only Adv

Instance: semeval2015.d000.s011.t001 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

It contains the active substance pemetrexed.

What is Alimta used for?

Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos).

Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells.

Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past.

The medicine can only be obtained with a prescription.

How is Alimta used?

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: only
Target surface form: only
Context:
It contains the active substance pemetrexed. What is Alimta used for? Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos). Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells. Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past. The medicine can <t>only</t> be obtained with a prescription. How is Alimta used?

Candidate senses:
1. sense_key=only%4:02:02:: | definition=and nothing more | synonyms=merely, simply, just, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=only%4:02:01:: | definition=without any others being included or involved | synonyms=entirely, exclusively, solely, alone | examples=was entirely to blame; a school devoted entirely to the needs of problem children
3. sense_key=only%4:02:00:: | definition=with nevertheless the final result | examples=He arrived only to find his wife dead; We won only to lose again in the next round
4. sense_key=only%4:02:04:: | definition=in the final outcome | examples=These news will only make you more upset
5. sense_key=only%4:02:06:: | definition=except that | examples=It was the same story; only this time she came out better
6. sense_key=only%4:02:03:: | definition=never except when | synonyms=only if, only when | examples=call me only if your cold gets worse
7. sense_key=only%4:02:05:: | definition=as recently as | examples=I spoke to him only an hour ago

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    and nothing more

    only%4:02:02:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, simply, just, but

    Selected
  2. 2

    without any others being included or involved

    only%4:02:01:: · entirely.r.02

    • was entirely to blame
    • a school devoted entirely to the needs of problem children

    Synonyms: entirely, exclusively, solely, alone

    Gold lexEN
  3. 3

    with nevertheless the final result

    only%4:02:00:: · only.r.03

    • He arrived only to find his wife dead
    • We won only to lose again in the next round
  4. 4

    in the final outcome

    only%4:02:04:: · only.r.04

    • These news will only make you more upset
  5. 5

    except that

    only%4:02:06:: · only.r.05

    • It was the same story; only this time she came out better
  6. 6

    never except when

    only%4:02:03:: · only.r.06

    • call me only if your cold gets worse

    Synonyms: only if, only when

    Gold Maru 2022 Gold Raganato
  7. 7

    as recently as

    only%4:02:05:: · only.r.07

    • I spoke to him only an hour ago

only Adv

Instance: semeval2015.d000.s013.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos).

Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells.

Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past.

The medicine can only be obtained with a prescription.

How is Alimta used?

Alimta should only be given under the supervision of a doctor who is qualified in the use of anticancer chemotherapy.

The recommended dose of Alimta is 500 mg per square metre of body surface area (calculated using the patient s height and weight).

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: only
Target surface form: only
Context:
Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos). Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells. Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past. The medicine can only be obtained with a prescription. How is Alimta used? Alimta should <t>only</t> be given under the supervision of a doctor who is qualified in the use of anticancer chemotherapy. The recommended dose of Alimta is 500 mg per square metre of body surface area (calculated using the patient s height and weight).

Candidate senses:
1. sense_key=only%4:02:02:: | definition=and nothing more | synonyms=merely, simply, just, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=only%4:02:01:: | definition=without any others being included or involved | synonyms=entirely, exclusively, solely, alone | examples=was entirely to blame; a school devoted entirely to the needs of problem children
3. sense_key=only%4:02:00:: | definition=with nevertheless the final result | examples=He arrived only to find his wife dead; We won only to lose again in the next round
4. sense_key=only%4:02:04:: | definition=in the final outcome | examples=These news will only make you more upset
5. sense_key=only%4:02:06:: | definition=except that | examples=It was the same story; only this time she came out better
6. sense_key=only%4:02:03:: | definition=never except when | synonyms=only if, only when | examples=call me only if your cold gets worse
7. sense_key=only%4:02:05:: | definition=as recently as | examples=I spoke to him only an hour ago

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    and nothing more

    only%4:02:02:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, simply, just, but

    Selected
  2. 2

    without any others being included or involved

    only%4:02:01:: · entirely.r.02

    • was entirely to blame
    • a school devoted entirely to the needs of problem children

    Synonyms: entirely, exclusively, solely, alone

  3. 3

    with nevertheless the final result

    only%4:02:00:: · only.r.03

    • He arrived only to find his wife dead
    • We won only to lose again in the next round
  4. 4

    in the final outcome

    only%4:02:04:: · only.r.04

    • These news will only make you more upset
  5. 5

    except that

    only%4:02:06:: · only.r.05

    • It was the same story; only this time she came out better
  6. 6

    never except when

    only%4:02:03:: · only.r.06

    • call me only if your cold gets worse

    Synonyms: only if, only when

    Gold lexEN Gold Maru 2022 Gold Raganato
  7. 7

    as recently as

    only%4:02:05:: · only.r.07

    • I spoke to him only an hour ago

locally Adv

Instance: semeval2015.d000.s027.t010 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

The active substance in Alimta, pemetrexed, is a cytotoxic medicine (a medicine that kills cells that are dividing, such as cancer cells), which belongs to the group antimetabolites.

In the body, pemetrexed is converted into an active form that blocks the activity of the enzymes that are involved in producing nucleotides (the building blocks of DNA and RNA, the genetic material of cells).

How has Alimta been studied?

For the treatment of malignant pleural mesothelioma, Alimta has been studied in one main study in 456 patients who had not received chemotherapy for their disease before.

The effects of Alimta in combination with cisplatin were compared with those of cisplatin alone.

For the treatment of non-small cell lung cancer, the effects of Alimta were compared with those of docetaxel (another anticancer medicine) in one study involving 571 patients with locally advanced or metastatic disease who had received chemotherapy in the past.

Alimta was also compared with gemcitabine (another anticancer medicine), both in combination with cisplatin, in a study involving 1,725 patients who had not received chemotherapy for lung cancer in the past.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: locally
Target surface form: locally
Context:
The active substance in Alimta, pemetrexed, is a cytotoxic medicine (a medicine that kills cells that are dividing, such as cancer cells), which belongs to the group antimetabolites. In the body, pemetrexed is converted into an active form that blocks the activity of the enzymes that are involved in producing nucleotides (the building blocks of DNA and RNA, the genetic material of cells). How has Alimta been studied? For the treatment of malignant pleural mesothelioma, Alimta has been studied in one main study in 456 patients who had not received chemotherapy for their disease before. The effects of Alimta in combination with cisplatin were compared with those of cisplatin alone. For the treatment of non-small cell lung cancer, the effects of Alimta were compared with those of docetaxel (another anticancer medicine) in one study involving 571 patients with <t>locally</t> advanced or metastatic disease who had received chemotherapy in the past. Alimta was also compared with gemcitabine (another anticancer medicine), both in combination with cisplatin, in a study involving 1,725 patients who had not received chemotherapy for lung cancer in the past.

Candidate senses:
1. sense_key=locally%4:02:00:: | definition=by a particular locality | examples=it was locally decided
2. sense_key=locally%4:02:01:: | definition=to a restricted area of the body | synonyms=topically | examples=apply this medicine topically

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    by a particular locality

    locally%4:02:00:: · locally.r.01

    • it was locally decided
    Selected
  2. 2

    to a restricted area of the body

    locally%4:02:01:: · locally.r.02

    • apply this medicine topically

    Synonyms: topically

    Gold lexEN Gold Maru 2022 Gold Raganato

however Adv

Instance: semeval2015.d000.s036.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

Alimta increased the survival time of patients with malignant pleural mesothelioma.

Patients receiving Alimta and cisplatin survived for an average of 12.1 months, compared with 9.3 months in those receiving cisplatin alone.

In the treatment of patients with non-small cell lung cancer, Alimta was as effective as the comparators.

In patients who had received chemotherapy in the past, the average survival time was 8.3 months with Alimta, compared with 7.9 months with docetaxel.

In patients who had not received chemotherapy in the past, the average survival time was 10.3 months in both groups.

However, in both studies, patients whose cancer was not affecting squamous cells had longer survival times if they received Alimta than if they received the comparator.

In contrast, patients whose cancer was affecting squamous cells had shorter survival times if they received Alimta.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: however
Target surface form: However
Context:
Alimta increased the survival time of patients with malignant pleural mesothelioma. Patients receiving Alimta and cisplatin survived for an average of 12.1 months, compared with 9.3 months in those receiving cisplatin alone. In the treatment of patients with non-small cell lung cancer, Alimta was as effective as the comparators. In patients who had received chemotherapy in the past, the average survival time was 8.3 months with Alimta, compared with 7.9 months with docetaxel. In patients who had not received chemotherapy in the past, the average survival time was 10.3 months in both groups. <t>However</t>, in both studies, patients whose cancer was not affecting squamous cells had longer survival times if they received Alimta than if they received the comparator. In contrast, patients whose cancer was affecting squamous cells had shorter survival times if they received Alimta.

Candidate senses:
1. sense_key=however%4:02:00:: | definition=despite anything to the contrary (usually following a concession) | synonyms=nevertheless, withal, still, yet, all the same, even so | examples=although I'm a little afraid, however I'd like to try it; while we disliked each other, nevertheless we agreed
2. sense_key=however%4:02:04:: | definition=by contrast; on the other hand | examples=the first part was easy; the second, however, took hours
3. sense_key=however%4:02:02:: | definition=to whatever degree or extent | examples=The results, however general, are important; they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
4. sense_key=however%4:02:01:: | definition=in whatever way or manner | examples=Victory, however it was brought about, was sweet; however he did it, it was very clever

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✓ Raganato ✗

WordNet 3.0 senses

  1. 1

    despite anything to the contrary (usually following a concession)

    however%4:02:00:: · however.r.01

    • although I'm a little afraid, however I'd like to try it
    • while we disliked each other, nevertheless we agreed

    Synonyms: nevertheless, withal, still, yet, all the same, even so, nonetheless, notwithstanding

    Gold Maru 2022 Selected
  2. 2

    by contrast; on the other hand

    however%4:02:04:: · however.r.02

    • the first part was easy; the second, however, took hours
    Gold lexEN Gold Raganato
  3. 3

    to whatever degree or extent

    however%4:02:02:: · however.r.03

    • The results, however general, are important
    • they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
  4. 4

    in whatever way or manner

    however%4:02:01:: · however.r.04

    • Victory, however it was brought about, was sweet
    • however he did it, it was very clever

actually Adv

Instance: semeval2015.d001.s002.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

kalgebra is a mathematical calculator based on content markup MathML language.

Nowadays it is capable to make simple MathML operations (arithmetic and logical) and to representate 2D and 3D graphs.

It is actually not necessary to know MathML to use kalgebra.

kalgebra is a MathML based graph calculator.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: actually
Target surface form: actually
Context:
kalgebra is a mathematical calculator based on content markup MathML language. Nowadays it is capable to make simple MathML operations (arithmetic and logical) and to representate 2D and 3D graphs. It is <t>actually</t> not necessary to know MathML to use kalgebra. kalgebra is a MathML based graph calculator.

Candidate senses:
1. sense_key=actually%4:02:01:: | definition=in actual fact | synonyms=really | examples=to be nominally but not actually independent; no one actually saw the shark
2. sense_key=actually%4:02:00:: | definition=used to imply that one would expect the fact to be the opposite of that stated; surprisingly | synonyms=in reality | examples=you may actually be doing the right thing by walking out; she actually spoke Latin
3. sense_key=actually%4:02:03:: | definition=at the present moment | examples=the transmission screen shows the picture that is actually on the air
4. sense_key=actually%4:02:02:: | definition=as a sentence modifier to add slight emphasis | examples=actually, we all help clear up after a meal; actually, I haven't seen the film

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    in actual fact

    actually%4:02:01:: · actually.r.01

    • to be nominally but not actually independent
    • no one actually saw the shark

    Synonyms: really

    Selected
  2. 2

    used to imply that one would expect the fact to be the opposite of that stated; surprisingly

    actually%4:02:00:: · actually.r.02

    • you may actually be doing the right thing by walking out
    • she actually spoke Latin

    Synonyms: in reality

    Gold lexEN Gold Maru 2022 Gold Raganato
  3. 3

    at the present moment

    actually%4:02:03:: · actually.r.03

    • the transmission screen shows the picture that is actually on the air
  4. 4

    as a sentence modifier to add slight emphasis

    actually%4:02:02:: · actually.r.04

    • actually, we all help clear up after a meal
    • actually, I haven't seen the film
    Gold lexEN Gold Maru 2022 Gold Raganato

now Adv

Instance: semeval2015.d001.s027.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

Piecewise is the way we can define conditional operations in kalgebra.

If we introduce the condition before the? it will use this condition only if it is true, if it finds a? without any condition, it will enter in the last instance.

{}: MathML container.

It can be used to define a container.

Mainly useful for working with piecewise.

Now you could ask me, why should the user mind about MathML?

That s easy. With this, we can operate with functions like cos(), sin(), any other trigonometric functions, sum () or product ().

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: now
Target surface form: Now
Context:
Piecewise is the way we can define conditional operations in kalgebra. If we introduce the condition before the? it will use this condition only if it is true, if it finds a? without any condition, it will enter in the last instance. {}: MathML container. It can be used to define a container. Mainly useful for working with piecewise. <t>Now</t> you could ask me, why should the user mind about MathML? That s easy. With this, we can operate with functions like cos(), sin(), any other trigonometric functions, sum () or product ().

Candidate senses:
1. sense_key=now%4:02:05:: | definition=in the historical present; at this point in the narration of a series of past events | examples=President Kennedy now calls in the National Guard; Washington now decides to cross the Delaware
2. sense_key=now%4:02:00:: | definition=in these times; - Nancy Mitford | synonyms=nowadays, today | examples=it is solely by their language that the upper classes nowadays are distinguished; we now rarely see horse-drawn vehicles on city streets
3. sense_key=now%4:02:02:: | definition=used to preface a command or reproof or request | examples=now hear this!; now pay attention
4. sense_key=now%4:02:04:: | definition=at the present moment | synonyms=at present | examples=goods now on sale; the now-aging dictator
5. sense_key=now%4:02:01:: | definition=without delay or hesitation; with no time intervening | synonyms=immediately, instantly, straightaway, straight off, directly, right away | examples=he answered immediately; found an answer straightaway
6. sense_key=now%4:02:07:: | definition=(prefatory or transitional) indicates a change of subject or activity | examples=Now the next problem is...
7. sense_key=now%4:02:06:: | definition=in the immediate past | examples=told me just now

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    in the historical present; at this point in the narration of a series of past events

    now%4:02:05:: · now.r.01

    • President Kennedy now calls in the National Guard
    • Washington now decides to cross the Delaware
  2. 2

    in these times; - Nancy Mitford

    now%4:02:00:: · nowadays.r.01

    • it is solely by their language that the upper classes nowadays are distinguished
    • we now rarely see horse-drawn vehicles on city streets

    Synonyms: nowadays, today

  3. 3

    used to preface a command or reproof or request

    now%4:02:02:: · now.r.03

    • now hear this!
    • now pay attention
    Gold Raganato
  4. 4

    at the present moment

    now%4:02:04:: · now.r.04

    • goods now on sale
    • the now-aging dictator

    Synonyms: at present

    Gold Maru 2022 Gold Raganato
  5. 5

    without delay or hesitation; with no time intervening

    now%4:02:01:: · immediately.r.01

    • he answered immediately
    • found an answer straightaway

    Synonyms: immediately, instantly, straightaway, straight off, directly, right away, at once, forthwith, like a shot

  6. 6

    (prefatory or transitional) indicates a change of subject or activity

    now%4:02:07:: · now.r.06

    • Now the next problem is...
    Gold lexEN
  7. 7

    in the immediate past

    now%4:02:06:: · now.r.07

    • told me just now
    Selected

more Adv

Instance: semeval2015.d002.s002.t013 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

The Foundation has recently been involved in organising a conference which dealt with this critical challenge.

Over 100 participants from the main interest groups attended and debated issues such as the role of key actors including public authorities, social partners, voluntary and community organisations as well as service users.

There were relatively few cases reported of attempts to involve users in service planning but their involvement in service provision was found to be more common.

Note was also taken of the variety of different roles played by public welfare

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: more
Target surface form: more
Context:
The Foundation has recently been involved in organising a conference which dealt with this critical challenge. Over 100 participants from the main interest groups attended and debated issues such as the role of key actors including public authorities, social partners, voluntary and community organisations as well as service users. There were relatively few cases reported of attempts to involve users in service planning but their involvement in service provision was found to be <t>more</t> common. Note was also taken of the variety of different roles played by public welfare

Candidate senses:
1. sense_key=more%4:02:00:: | definition=used to form the comparative of some adjectives and adverbs | synonyms=to a greater extent | examples=more interesting; more beautiful
2. sense_key=more%4:02:01:: | definition=comparative of much; to a greater degree or extent | examples=he works more now; they eat more than they should

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    used to form the comparative of some adjectives and adverbs

    more%4:02:00:: · more.r.01

    • more interesting
    • more beautiful

    Synonyms: to a greater extent

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    comparative of much; to a greater degree or extent

    more%4:02:01:: · more.r.02

    • he works more now
    • they eat more than they should
    Selected

so Adv

Instance: semeval2015.d003.s004.t005 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

This document is a summary of the European Public Assessment Report.

It explains how the Committee for Medicinal Products for Veterinary Use (CVMP) assessed the studies performed, to reach their recommendations on how to use the medicine.

What is Cerenia?

Cerenia contains the active substance maropitant and is available as tablet or as solution for injection.

The tablets are pale-orange and have a score line on both sides so that they can be halved.

Each tablet is marked with the Pfizer logo on one side and with the letters MPT and the quantity of maropitant on the other side.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: so
Target surface form: so
Context:
This document is a summary of the European Public Assessment Report. It explains how the Committee for Medicinal Products for Veterinary Use (CVMP) assessed the studies performed, to reach their recommendations on how to use the medicine. What is Cerenia? Cerenia contains the active substance maropitant and is available as tablet or as solution for injection. The tablets are pale-orange and have a score line on both sides <t>so</t> that they can be halved. Each tablet is marked with the Pfizer logo on one side and with the letters MPT and the quantity of maropitant on the other side.

Candidate senses:
1. sense_key=so%4:02:02:: | definition=to a very great extent or degree | examples=the idea is so obvious; never been so happy
2. sense_key=so%4:02:06:: | definition=in a manner that facilitates | examples=he observed the snakes so he could describe their behavior; he stooped down so he could pick up his hat
3. sense_key=so%4:02:05:: | definition=in such a condition or manner, especially as expressed or implied | examples=They're happy and I hope they will remain so; so live your life that old age will bring no regrets
4. sense_key=so%4:02:07:: | definition=to a certain unspecified extent or degree | examples=I can only go so far with this student; can do only so much in a day
5. sense_key=so%4:02:08:: | definition=in the same way; also | examples=I was offended and so was he; worked hard and so did she
6. sense_key=so%4:02:04:: | definition=in the way indicated; ; ; (`thusly' is a nonstandard variant) | synonyms=thus, thusly | examples=hold the brush so; set up the pieces thus
7. sense_key=so%4:02:03:: | definition=(usually followed by `that') to an extent or degree as expressed | examples=he was so tired he could hardly stand; so dirty that it smells
8. sense_key=so%4:02:09:: | definition=subsequently or soon afterward (often used as sentence connectors) | synonyms=then, and so, and then | examples=then he left; go left first, then right
9. sense_key=so%4:02:10:: | definition=(used to introduce a logical conclusion) from that fact or reason or as a result | synonyms=therefore, hence, thence, thus | examples=therefore X must be true; the eggs were fresh and hence satisfactory
10. sense_key=so%4:02:00:: | definition=in truth (often tends to intensify) | synonyms=indeed | examples=they said the car would break down and indeed it did; it is very cold indeed

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    to a very great extent or degree

    so%4:02:02:: · so.r.01

    • the idea is so obvious
    • never been so happy
  2. 2

    in a manner that facilitates

    so%4:02:06:: · so.r.02

    • he observed the snakes so he could describe their behavior
    • he stooped down so he could pick up his hat
    Gold lexEN Gold Maru 2022
  3. 3

    in such a condition or manner, especially as expressed or implied

    so%4:02:05:: · so.r.03

    • They're happy and I hope they will remain so
    • so live your life that old age will bring no regrets
  4. 4

    to a certain unspecified extent or degree

    so%4:02:07:: · so.r.04

    • I can only go so far with this student
    • can do only so much in a day
  5. 5

    in the same way; also

    so%4:02:08:: · so.r.05

    • I was offended and so was he
    • worked hard and so did she
  6. 6

    in the way indicated; ; ; (`thusly' is a nonstandard variant)

    so%4:02:04:: · thus.r.02

    • hold the brush so
    • set up the pieces thus

    Synonyms: thus, thusly

    Selected
  7. 7

    (usually followed by `that') to an extent or degree as expressed

    so%4:02:03:: · so.r.07

    • he was so tired he could hardly stand
    • so dirty that it smells
    Gold Raganato
  8. 8

    subsequently or soon afterward (often used as sentence connectors)

    so%4:02:09:: · then.r.01

    • then he left
    • go left first, then right

    Synonyms: then, and so, and then

  9. 9

    (used to introduce a logical conclusion) from that fact or reason or as a result

    so%4:02:10:: · therefore.r.01

    • therefore X must be true
    • the eggs were fresh and hence satisfactory

    Synonyms: therefore, hence, thence, thus

  10. 10

    in truth (often tends to intensify)

    so%4:02:00:: · indeed.r.01

    • they said the car would break down and indeed it did
    • it is very cold indeed

    Synonyms: indeed

more Adv

Instance: semeval2015.d003.s016.t003 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

How does Cerenia work?

Cerenia blocks a neurokinin 1 (NK1) receptor, which acts in the central nervous system.

How has Cerenia been studied?

A large number of studies with Cerenia were carried out either in laboratory dogs or in animal patients at veterinary practises in several European countries and in the USA.

What benefit has Cerenia shown during the studies?

The results of the studies showed that Cerenia was more effective than the placebo: less vomiting was seen in dogs that received the medicine than in dogs that received a placebo, both in the treatment or in the prevention of vomiting.

The treatment of a vomiting dog should be started with the injection, since vomiting animals might not be able to keep a tablet down (as they might throw the intact tablet up again).

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: more
Target surface form: more
Context:
How does Cerenia work? Cerenia blocks a neurokinin 1 (NK1) receptor, which acts in the central nervous system. How has Cerenia been studied? A large number of studies with Cerenia were carried out either in laboratory dogs or in animal patients at veterinary practises in several European countries and in the USA. What benefit has Cerenia shown during the studies? The results of the studies showed that Cerenia was <t>more</t> effective than the placebo: less vomiting was seen in dogs that received the medicine than in dogs that received a placebo, both in the treatment or in the prevention of vomiting. The treatment of a vomiting dog should be started with the injection, since vomiting animals might not be able to keep a tablet down (as they might throw the intact tablet up again).

Candidate senses:
1. sense_key=more%4:02:00:: | definition=used to form the comparative of some adjectives and adverbs | synonyms=to a greater extent | examples=more interesting; more beautiful
2. sense_key=more%4:02:01:: | definition=comparative of much; to a greater degree or extent | examples=he works more now; they eat more than they should

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    used to form the comparative of some adjectives and adverbs

    more%4:02:00:: · more.r.01

    • more interesting
    • more beautiful

    Synonyms: to a greater extent

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    comparative of much; to a greater degree or extent

    more%4:02:01:: · more.r.02

    • he works more now
    • they eat more than they should
    Selected

only Adv

Instance: semeval2015.d003.s019.t003 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

A large number of studies with Cerenia were carried out either in laboratory dogs or in animal patients at veterinary practises in several European countries and in the USA.

What benefit has Cerenia shown during the studies?

The results of the studies showed that Cerenia was more effective than the placebo: less vomiting was seen in dogs that received the medicine than in dogs that received a placebo, both in the treatment or in the prevention of vomiting.

The treatment of a vomiting dog should be started with the injection, since vomiting animals might not be able to keep a tablet down (as they might throw the intact tablet up again).

For follow-up treatment, the animal owner can administer the tablets to the dog.

Also, the treatment of vomiting should only be together with other supportive measure or other veterinary therapy while addressing the underlying causes of the vomiting.

What is the risk associated with Cerenia?

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: only
Target surface form: only
Context:
A large number of studies with Cerenia were carried out either in laboratory dogs or in animal patients at veterinary practises in several European countries and in the USA. What benefit has Cerenia shown during the studies? The results of the studies showed that Cerenia was more effective than the placebo: less vomiting was seen in dogs that received the medicine than in dogs that received a placebo, both in the treatment or in the prevention of vomiting. The treatment of a vomiting dog should be started with the injection, since vomiting animals might not be able to keep a tablet down (as they might throw the intact tablet up again). For follow-up treatment, the animal owner can administer the tablets to the dog. Also, the treatment of vomiting should <t>only</t> be together with other supportive measure or other veterinary therapy while addressing the underlying causes of the vomiting. What is the risk associated with Cerenia?

Candidate senses:
1. sense_key=only%4:02:02:: | definition=and nothing more | synonyms=merely, simply, just, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=only%4:02:01:: | definition=without any others being included or involved | synonyms=entirely, exclusively, solely, alone | examples=was entirely to blame; a school devoted entirely to the needs of problem children
3. sense_key=only%4:02:00:: | definition=with nevertheless the final result | examples=He arrived only to find his wife dead; We won only to lose again in the next round
4. sense_key=only%4:02:04:: | definition=in the final outcome | examples=These news will only make you more upset
5. sense_key=only%4:02:06:: | definition=except that | examples=It was the same story; only this time she came out better
6. sense_key=only%4:02:03:: | definition=never except when | synonyms=only if, only when | examples=call me only if your cold gets worse
7. sense_key=only%4:02:05:: | definition=as recently as | examples=I spoke to him only an hour ago

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    and nothing more

    only%4:02:02:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, simply, just, but

    Selected
  2. 2

    without any others being included or involved

    only%4:02:01:: · entirely.r.02

    • was entirely to blame
    • a school devoted entirely to the needs of problem children

    Synonyms: entirely, exclusively, solely, alone

    Gold lexEN Gold Maru 2022 Gold Raganato
  3. 3

    with nevertheless the final result

    only%4:02:00:: · only.r.03

    • He arrived only to find his wife dead
    • We won only to lose again in the next round
  4. 4

    in the final outcome

    only%4:02:04:: · only.r.04

    • These news will only make you more upset
  5. 5

    except that

    only%4:02:06:: · only.r.05

    • It was the same story; only this time she came out better
  6. 6

    never except when

    only%4:02:03:: · only.r.06

    • call me only if your cold gets worse

    Synonyms: only if, only when

  7. 7

    as recently as

    only%4:02:05:: · only.r.07

    • I spoke to him only an hour ago

always Adv

Instance: senseval2.d000.s004.t007 Dataset: senseval2 Bucket: POS / ADV

Incorrect

The art of change-ringing is peculiar to the English, and, like most English peculiarities, unintelligible to the rest of the world.

Dorothy L. Sayers, "The Nine Tailors "

ASLACTON, England --

Of all scenes that evoke rural England, this is one of the loveliest: An ancient stone church stands amid the fields, the sound of bells cascading from its tower, calling the faithful to evensong.

The parishioners of St. Michael and All Angels stop to chat at the church door, as members here always have.

In the tower, five men and women pull rhythmically on ropes attached to the same five bells that first sounded here in 1614.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: always
Target surface form: always
Context:
The art of change-ringing is peculiar to the English, and, like most English peculiarities, unintelligible to the rest of the world. Dorothy L. Sayers, "The Nine Tailors "ASLACTON, England -- Of all scenes that evoke rural England, this is one of the loveliest: An ancient stone church stands amid the fields, the sound of bells cascading from its tower, calling the faithful to evensong. The parishioners of St. Michael and All Angels stop to chat at the church door, as members here <t>always</t> have. In the tower, five men and women pull rhythmically on ropes attached to the same five bells that first sounded here in 1614.

Candidate senses:
1. sense_key=always%4:02:00:: | definition=at all times; all the time and on every occasion | synonyms=ever, e'er | examples=I will always be there to help you; always arrives on time
2. sense_key=always%4:02:04:: | definition=without variation or change, in every case | synonyms=constantly, invariably | examples=constantly kind and gracious; he always arrives on time
3. sense_key=always%4:02:03:: | definition=without interruption | synonyms=constantly, forever, perpetually, incessantly | examples=the world is constantly changing
4. sense_key=always%4:02:02:: | definition=at any time or in any event | examples=you can always resign if you don't like it; you could always take a day off
5. sense_key=always%4:02:01:: | definition=forever; throughout all time | examples=we will always be friends; I shall treasure it always

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    at all times; all the time and on every occasion

    always%4:02:00:: · always.r.01

    • I will always be there to help you
    • always arrives on time

    Synonyms: ever, e'er

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    without variation or change, in every case

    always%4:02:04:: · constantly.r.01

    • constantly kind and gracious
    • he always arrives on time

    Synonyms: constantly, invariably

    Selected
  3. 3

    without interruption

    always%4:02:03:: · constantly.r.02

    • the world is constantly changing

    Synonyms: constantly, forever, perpetually, incessantly

  4. 4

    at any time or in any event

    always%4:02:02:: · always.r.04

    • you can always resign if you don't like it
    • you could always take a day off
  5. 5

    forever; throughout all time

    always%4:02:01:: · always.r.05

    • we will always be friends
    • I shall treasure it always