← Word Sense Disambiguation
Papers with Code · CC BY-SA 4.0

Supervised:

아카이브 평가 27건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
SANDWiCH
Senseval 2
87.8
Senseval 3
85.7
SemEval 2007
80.9
SemEval 2013
92.6
SemEval 2015
91.5
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc
2025-03-07
코드 1
GlossGPT
Senseval 2
86.1
Senseval 3
82.9
SemEval 2007
76.2
SemEval 2013
75.4
SemEval 2015
83.0
GlossGPT: GPT for Word Sense Disambiguation using Few-shot Chain-of-Thought Prompting
2025-03-01
코드 1
ConSeC+WNGC
Senseval 2
82.7
Senseval 3
81.0
SemEval 2007
78.5
SemEval 2013
85.2
SemEval 2015
87.5
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension
논문 날짜 미기재
코드 1
ESR+WNGC
Senseval 2
82.5
Senseval 3
80.2
SemEval 2007
78.5
SemEval 2013
82.3
SemEval 2015
85.3
Improved Word Sense Disambiguation with Enhanced Sense Representations
논문 날짜 미기재
코드 1
ConSeC
Senseval 2
82.3
Senseval 3
79.9
SemEval 2007
77.4
SemEval 2013
83.2
SemEval 2015
85.2
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension
논문 날짜 미기재
코드 1
ESCHER SemCor
Senseval 2
81.7
Senseval 3
77.8
SemEval 2007
76.3
SemEval 2013
82.2
SemEval 2015
83.2
ESC: Redesigning WSD with Extractive Sense Comprehension
2021-06-01
코드 1
ESR
Senseval 2
81.3
Senseval 3
79.9
SemEval 2007
77.0
SemEval 2013
81.5
SemEval 2015
84.1
Improved Word Sense Disambiguation with Enhanced Sense Representations
논문 날짜 미기재
코드 1
EWISER+WNGC
Senseval 2
80.8
Senseval 3
79.0
SemEval 2007
75.2
SemEval 2013
80.7
SemEval 2015
81.8
Breaking Through the 80\% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information
2020-07-01
코드 1
SemCor+WNGC, hypernyms
Senseval 2
79.7
Senseval 3
77.8
SemEval 2007
73.4
SemEval 2013
78.7
SemEval 2015
82.6
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
2019-05-14
코드 1 · 코드 2
SparseLMMS+WNGC
Senseval 2
79.6
Senseval 3
77.3
SemEval 2007
73.0
SemEval 2013
79.4
SemEval 2015
81.3
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations
논문 날짜 미기재
연결 없음
BEM
Senseval 2
79.4
Senseval 3
77.4
SemEval 2007
74.5
SemEval 2013
79.7
SemEval 2015
81.7
Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders
2020-07-01
연결 없음
EWISER
Senseval 2
78.9
Senseval 3
78.4
SemEval 2007
71.0
SemEval 2013
78.9
SemEval 2015
79.3
Breaking Through the 80\% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information
2020-07-01
코드 1
ARES
Senseval 2
78.0
Senseval 3
77.1
SemEval 2007
71.0
SemEval 2013
77.3
SemEval 2015
83.2
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation
논문 날짜 미기재
연결 없음
SparseLMMS
Senseval 2
77.9
Senseval 3
77.8
SemEval 2007
68.8
SemEval 2013
76.1
SemEval 2015
77.5
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations
논문 날짜 미기재
연결 없음
GlossBERT
Senseval 2
77.7
Senseval 3
75.2
SemEval 2007
72.5
SemEval 2013
76.1
SemEval 2015
80.4
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
2019-08-20
코드 1 · 코드 2 · 코드 3
BERT (linear projection)
Senseval 2
75.5
Senseval 3
73.6
SemEval 2007
68.1
SemEval 2013
71.1
SemEval 2015
76.2
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations
2019-10-01
코드 1
SemCor+WNGT, vocabulary reduced, ensemble
Senseval 2
75.15
Senseval 3
70.11
SemEval 2007
66.81
SemEval 2013
72.63
SemEval 2015
74.46
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
2018-11-02
연결 없음
BERT (nearest neighbour)
Senseval 2
73.8
Senseval 3
71.6
SemEval 2007
63.3
SemEval 2013
69.2
SemEval 2015
74.4
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations
2019-10-01
코드 1
supWSD<sub>emb</sub>
Senseval 2
72.7
Senseval 3
70.6
SemEval 2007
63.1
SemEval 2013
66.8
SemEval 2015
71.8
연결 없음
논문 날짜 미기재
연결 없음
GAS<sub>ext</sub>
Senseval 2
72.2
Senseval 3
70.5
SemEval 2007
--*
SemEval 2013
67.2
SemEval 2015
72.6
Incorporating Glosses into Neural Word Sense Disambiguation
2018-05-21
코드 1
GAS
Senseval 2
72.0
Senseval 3
70.0
SemEval 2007
--*
SemEval 2013
66.7
SemEval 2015
71.6
Incorporating Glosses into Neural Word Sense Disambiguation
2018-05-21
코드 1
Bi-LSTM<sub>att+LEX</sub>
Senseval 2
72.0
Senseval 3
69.4
SemEval 2007
63.7*
SemEval 2013
66.4
SemEval 2015
72.4
Neural Sequence Learning Models for Word Sense Disambiguation
2017-09-01
연결 없음
Bi-LSTM<sub>att+LEX+POS</sub>
Senseval 2
72.0
Senseval 3
69.1
SemEval 2007
64.8*
SemEval 2013
66.9
SemEval 2015
71.5
Neural Sequence Learning Models for Word Sense Disambiguation
2017-09-01
연결 없음
context2vec
Senseval 2
71.8
Senseval 3
69.1
SemEval 2007
61.3
SemEval 2013
65.6
SemEval 2015
71.9
연결 없음
논문 날짜 미기재
연결 없음
ELMo
Senseval 2
71.6
Senseval 3
69.6
SemEval 2007
62.2
SemEval 2013
66.2
SemEval 2015
71.3
Deep contextualized word representations
2018-02-15
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14 · 코드 15 · 코드 16 · 코드 17 · 코드 18 · 코드 19 · 코드 20 · 코드 21 · 코드 22 · 코드 23 · 코드 24 · 코드 25 · 코드 26 · 코드 27 · 코드 28 · 코드 29 · 코드 30 · 코드 31 · 코드 32 · 코드 33 · 코드 34 · 코드 35 · 코드 36 · 코드 37 · 코드 38 · 코드 39 · 코드 40 · 코드 41 · 코드 42 · 코드 43 · 코드 44 · 코드 45 · 코드 46
supWSD
Senseval 2
71.3
Senseval 3
68.8
SemEval 2007
60.2
SemEval 2013
65.8
SemEval 2015
70.0
연결 없음
논문 날짜 미기재
연결 없음
MFS baseline
Senseval 2
65.6
Senseval 3
66.0
SemEval 2007
54.5
SemEval 2013
63.8
SemEval 2015
67.1
연결 없음
논문 날짜 미기재
연결 없음