Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation

24 June 2019

Papers citing "Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation"

49 / 49 papers shown

Title
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc Daniel Guzman-Olivares Lara Quijano-Sanchez Federico Liberatore 41 0 0 07 Mar 2025
Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition C. M. Greco Lucio La Cava Andrea Tagarelli 27 1 0 21 Jun 2024
Resolving Regular Polysemy in Named Entities S. Hsieh Yu-Hsiang Tseng Hsin-Yu Chou Ching-Wen Yang Yu-Yun Chang 25 3 0 18 Jan 2024
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 36 6 0 16 Oct 2023
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models Yufei Li Zexin Li Wei Yang Cong Liu 32 6 0 12 Sep 2023
Construction Grammar and Language Models Harish Tayyar Madabushi Laurence Romain P. Milin Dagmar Divjak 29 5 0 25 Aug 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 38 7 0 25 Jul 2023
Word Sense Disambiguation as a Game of Neurosymbolic Darts Tiansi Dong R. Sifa 23 2 0 25 Jul 2023
Word sense extension Lei Yu Yang Xu 21 4 0 09 Jun 2023
Together We Make Sense -- Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings Haochen Luo Yi Zhou Danushka Bollegala SSL 33 1 0 30 May 2023
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss Yu-Hsiang Tseng Mao-Chang Ku Wei-Ling Chen Yu-Lin Chang S. Hsieh 16 2 0 29 May 2023
Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation Zhuo Liu Ying Liu UD 26 4 0 22 May 2023
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions Marco Valentino Danilo S. Carvalho André Freitas 33 2 0 12 May 2023
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 21 1 0 22 Apr 2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories Oscar Sainz Oier López de Lacalle Eneko Agirre German Rigau 35 6 0 07 Feb 2023
$On the Curious Case of $\ell_2$ norm of Sense Embeddings$ On the Curious Case of $\ell_2$ norm of Sense Embeddings Yi Zhou Danushka Bollegala 24 0 0 26 Oct 2022
Temporal Word Meaning Disambiguation using TimeLMs Mihir Godbole Parth Dandavate Aditya Kane 31 2 0 15 Oct 2022
Multilingual Word Sense Disambiguation with Unified Sense Representation Ying Su Hongming Zhang Yangqiu Song Tong Zhang 30 8 0 14 Oct 2022
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation Xiaohang Tang Yi Zhou Danushka Bollegala 35 6 0 23 Aug 2022
Semantic properties of English nominal pluralization: Insights from word embeddings Elnaz Shafaei-Bajestan Masoumeh Moradipour Tari Peter Uhrig R. Baayen 25 7 0 29 Mar 2022
minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models Kanishka Misra 19 58 0 24 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings Yi Zhou Masahiro Kaneko Danushka Bollegala 29 23 0 14 Mar 2022
From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach Scott E. Friedman Ian H. Magnusson Vasanth Sarathy Sonja Schmer-Galunder NAI 16 11 0 23 Feb 2022
A Quadratic 0-1 Programming Approach for Word Sense Disambiguation Boliang Lin 21 0 0 13 Jan 2022
Measuring Context-Word Biases in Lexical Semantic Datasets Qianchu Liu Diana McCarthy Anna Korhonen 31 2 0 13 Dec 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories Wenlin Yao Xiaoman Pan Lifeng Jin Jianshu Chen Dian Yu Dong Yu 21 7 0 27 Oct 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 31 9 0 05 Oct 2021
Patterns of Lexical Ambiguity in Contextualised Language Models J. Haber Massimo Poesio 11 7 0 27 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 142 21 0 19 Sep 2021
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution George Michalopoulos I. McKillop Alexander Wong Helen H. Chen 72 19 0 11 Jul 2021
Incorporating Word Sense Disambiguation in Neural Language Models Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 9 10 0 15 Jun 2021
One Sense per Translation B. Hauer Grzegorz Kondrak 29 0 0 10 Jun 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 35 26 0 26 May 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation Howard Chen Mengzhou Xia Danqi Chen 25 13 0 26 Apr 2021
Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation Huiling You Xingran Zhu Sara Stymne 8 2 0 08 Apr 2021
Interval Probabilistic Fuzzy WordNet Yousef Alizadeh-Q B. Minaei-Bidgoli Sayyed-Ali Hossayni M. Akbarzadeh-T. Diego Reforgiato Recupero Mohammad-Reza Rajati Aldo Gangemi 15 2 0 04 Apr 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers Rohan Gupta Jay Mundra Deepak Mahajan Ashutosh Modi 19 3 0 04 Apr 2021
EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses E. F. Ayetiran Petr Sojka Vít Novotný 16 9 0 27 Feb 2021
Contextualized Word Embeddings Encode Aspects of Human-Like Word Sense Knowledge Sathvik Nair M. Srinivasan Stephan C. Meylan 35 29 0 25 Oct 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset Angel Daza Anette Frank 19 30 0 05 Oct 2020
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Boon Peng Yap Andrew Koh Jin Jie Chng Eng Siong 22 35 0 24 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 33 13 0 26 Aug 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders Terra Blevins Luke Zettlemoyer 35 162 0 06 May 2020
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context Anna Breit Artem Revenko Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 41 25 0 30 Apr 2020
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation Daniel Loureiro Jose Camacho-Collados 22 11 0 29 Apr 2020
Decomposing Word Embedding with the Capsule Network Xin Liu Qingcai Chen Yan Liu Joanna Siebert Baotian Hu Xiangping Wu Buzhou Tang 24 9 0 07 Apr 2020
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 22 186 0 15 Aug 2019
LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC) Daniel Loureiro A. Jorge 17 17 0 24 Jun 2019
A Short Survey on Sense-Annotated Corpora Tommaso Pasini Jose Camacho-Collados 3DV 20 12 0 13 Feb 2018