Incorporating Word Sense Disambiguation in Neural Language Models

15 June 2021

Papers citing "Incorporating Word Sense Disambiguation in Neural Language Models"

30 / 30 papers shown

Title
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research Jan Philip Wahle Terry Ruas Saif M. Mohammad Bela Gipp AI4CE 26 13 0 28 Apr 2022
Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection Jan Philip Wahle Nischal Ashok Kumar Terry Ruas Norman Meuschke Tirthankar Ghosal Bela Gipp 45 17 0 15 Nov 2021
Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 35 34 0 23 Mar 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 28 30 0 22 Mar 2021
Enhanced word embeddings using multi-semantic representation through lexical chains Terry Ruas C. H. P. Ferreira W. Grosky F. O. França D. D. Medeiros 37 18 0 22 Jan 2021
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 40 14 0 26 Aug 2020
Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders Terra Blevins Luke Zettlemoyer 40 164 0 06 May 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 94 10,720 0 29 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 82 7,386 0 02 Oct 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations Christian Hadiwinoto Hwee Tou Ng Wee Chung Gan 32 83 0 01 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 234 6,420 0 26 Sep 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 45 175 0 23 Sep 2019
Using BERT for Word Sense Disambiguation Jiaju Du Fanchao Qi Maosong Sun 18 33 0 18 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 256 657 0 09 Sep 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge Luyao Huang Chi Sun Xipeng Qiu Xuanjing Huang 18 241 0 20 Aug 2019
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 32 186 0 15 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 341 24,160 0 26 Jul 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation Daniel Loureiro A. Jorge 24 138 0 24 Jun 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 154 8,386 0 19 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 148 2,287 0 02 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 782 93,936 0 11 Oct 2018
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 71 478 0 28 Aug 2018
Incorporating Glosses into Neural Word Sense Disambiguation Fuli Luo Tianyu Liu Qiaolin Xia Baobao Chang Zhifang Sui 25 104 0 21 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 533 7,080 0 20 Apr 2018
Knowledge-based Word Sense Disambiguation using Topic Models Devendra Singh Chaplot Ruslan Salakhutdinov 25 74 0 05 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 309 129,831 0 12 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 179 9,924 0 15 Jul 2016
Word Sense Disambiguation using a Bidirectional LSTM Mikael Kågebäck H. Salomonsson 22 117 0 11 Jun 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 237 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 506 31,406 0 16 Jan 2013