Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders

6 May 2020

Luke Zettlemoyer

Papers citing "Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders"

50 / 60 papers shown

Title
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc Daniel Guzman-Olivares Lara Quijano-Sanchez Federico Liberatore 36 0 0 07 Mar 2025
Word Sense Linking: Disambiguating Outside the Sandbox Andrei Stefan Bejgu Edoardo Barba Luigi Procopio Alberte Fernández-Castro Roberto Navigli 72 0 0 12 Dec 2024
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Sense Samuel Cahyawijaya Ruochen Zhang Holy Lovenia Jan Christian Blaise Cruz Elisa Gilbert Hiroki Nomoto Alham Fikri Aji LRM 36 0 0 28 Oct 2024
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling Denis Kokosinskii Mikhail Kuklin Nikolay Arefyev 35 1 0 09 Aug 2024
AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling Mariia Fedorova Timothee Mickus N. Partanen Janine Siewert Elena Spaziani Andrey Kutuzov 29 5 0 04 Jul 2024
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics Aleksei Dorkin Kairit Sirts 26 2 0 04 Jul 2024
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles Julia Kruk Michela Marchini Rijul Magu Caleb Ziems D. Muchlinski Diyi Yang 38 1 0 10 Jun 2024
Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization Bhavith Chandra Challagundla Chakradhar Peddavenkatagari 29 4 0 08 Apr 2024
Enriching Word Usage Graphs with Cluster Definitions Mariia Fedorova Andrey Kutuzov Nikolay Arefyev Dominik Schlechtweg 41 1 0 26 Mar 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition Jonas Golde Felix Hamborg Alan Akbik 30 1 0 21 Mar 2024
Resolving Regular Polysemy in Named Entities S. Hsieh Yu-Hsiang Tseng Hsin-Yu Chou Ching-Wen Yang Yu-Yun Chang 20 3 0 18 Jan 2024
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual Assistance Zhuohao Yin Xin Huang 22 0 0 30 Nov 2023
SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks Mustafa Jarrar Sanad Malaysha Tymaa Hammouda Mohammed Khalilia 26 16 0 29 Oct 2023
A Survey on Semantic Processing Techniques Rui Mao Kai He Xulang Zhang Guanyi Chen Jinjie Ni Zonglin Yang Erik Cambria 23 34 0 22 Oct 2023
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation Micheal Abaho Yousef H. Alfaifi 11 2 0 28 Jul 2023
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense Disambiguation Michael Ogezi B. Hauer Talgat Omarov Ning Shi Grzegorz Kondrak 27 1 0 24 Jun 2023
Word sense extension Lei Yu Yang Xu 19 4 0 09 Jun 2023
Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing Lea Frermann Jiatong Li Shima Khanehzar Gosia Mikołajczak 27 13 0 03 Jun 2023
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss Yu-Hsiang Tseng Mao-Chang Ku Wei-Ling Chen Yu-Lin Chang S. Hsieh 11 2 0 29 May 2023
Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation Zhuo Liu Ying Liu UD 18 4 0 22 May 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information Sunjae Kwon Rishabh Garodia Minhwa Lee Zhichao Yang Hong-ye Yu CoGe 39 3 0 02 May 2023
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 19 1 0 22 Apr 2023
A Survey on Contextualised Semantic Shift Detection S. Montanelli Francesco Periti ObjD AI4TS 27 26 0 04 Apr 2023
MWE as WSD: Solving Multiword Expression Identification with Word Sense Disambiguation Joshua Tanner J. Hoffman 21 1 0 12 Mar 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 18 31 0 22 Feb 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
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity Chengwen Wang Qingxiu Dong Xiaochen Wang Haitao Wang Zhifang Sui XAI 29 3 0 19 Dec 2022
SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation Hee Suk Yoon Eunseop Yoon John Harvill Sunjae Yoon M. Hasegawa-Johnson Chang-Dong Yoo 26 4 0 14 Dec 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment Hongming Zhang Wenlin Yao Dong Yu 39 12 0 09 Nov 2022
Multilingual Word Sense Disambiguation with Unified Sense Representation Ying Su Hongming Zhang Yangqiu Song Tong Zhang 22 8 0 14 Oct 2022
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD Moustafa Al-Hajj Mustafa Jarrar 21 29 0 19 May 2022
Improving Contextual Representation with Gloss Regularized Pre-training Yu Lin Zhecheng An Peihao Wu Zejun Ma 19 5 0 13 May 2022
Richer Countries and Richer Representations Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 38 9 0 10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 31 66 0 10 May 2022
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 17 22 0 24 Mar 2022
A Quadratic 0-1 Programming Approach for Word Sense Disambiguation Boliang Lin 16 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
Reducing Target Group Bias in Hate Speech Detectors Darsh J. Shah Sinong Wang Han Fang Hao Ma Luke Zettlemoyer FaML 23 2 0 07 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 16 7 0 27 Oct 2021
Context-gloss Augmentation for Improving Word Sense Disambiguation Guan-Ting Lin M. Giambi 33 4 0 14 Oct 2021
Patterns of Lexical Ambiguity in Contextualised Language Models J. Haber Massimo Poesio 11 7 0 27 Sep 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology Luke Gessler Nathan Schneider 21 7 0 20 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 131 21 0 19 Sep 2021
Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation Qiwei Zhong Guanxiong Zeng Danqing Zhu Yang Zhang Wangli Lin Ben Chen Jiayu Tang 14 11 0 01 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 21 0 0 10 Jun 2021
Automatic Construction of Sememe Knowledge Bases via Dictionaries Fanchao Qi Yangyi Chen Fengyu Wang Zhiyuan Liu Xiao Chen Maosong Sun 14 6 0 26 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 33 26 0 26 May 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation Howard Chen Mengzhou Xia Danqi Chen 20 13 0 26 Apr 2021
BERT-based Acronym Disambiguation with Multiple Training Strategies Chunguang Pan Bingyan Song Shengguang Wang Zhipeng Luo 19 18 0 25 Feb 2021