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SenseBERT: Driving Some Sense into BERT

15 August 2019

Papers citing "SenseBERT: Driving Some Sense into BERT"

42 / 92 papers shown

Title
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks B. Hauer Grzegorz Kondrak ISeg 104 4 0 29 Jul 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 107 19 0 21 Jul 2021
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution George Michalopoulos I. McKillop Alexander Wong Helen H. Chen 107 19 0 11 Jul 2021
Incorporating Word Sense Disambiguation in Neural Language Models Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 67 11 0 15 Jun 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier 83 49 0 30 May 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning Zeming Chen Qiyue Gao Lawrence S. Moss FedML NAI 74 42 0 29 May 2021
RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) Sean Trott Benjamin Bergen 127 20 0 27 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 88 26 0 26 May 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu Haoran Li Peng Yuan Yujia Wang Youzheng Wu Xiaodong He Ying Liu Bowen Zhou KELM 91 24 0 14 Apr 2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding Keyur Faldu A. Sheth Prashant Kikani Hemang Akabari 69 28 0 09 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 41 3 0 04 Apr 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 102 5 0 11 Mar 2021
Focusing Knowledge-based Graph Argument Mining via Topic Modeling Patricia B. Abels Zahra Ahmadi Sophie Burkhardt Benjamin Schiller Iryna Gurevych Stefan Kramer 114 6 0 03 Feb 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Violetta Shevchenko Damien Teney A. Dick Anton Van Den Hengel 83 28 0 15 Jan 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 117 21 0 31 Dec 2020
Verb Knowledge Injection for Multilingual Event Processing Olga Majewska Ivan Vulić Goran Glavaš Edoardo Ponti Anna Korhonen 80 11 0 31 Dec 2020
Multi-Sense Language Modelling Andrea Lekkas Peter Schneider-Kamp Isabelle Augenstein KELM 119 2 0 10 Dec 2020
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning Bin He Xin Jiang Jinghui Xiao Qun Liu 104 18 0 07 Dec 2020
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering Kaixin Ma Filip Ilievski Jonathan M Francis Yonatan Bisk Eric Nyberg A. Oltramari 65 6 0 07 Nov 2020
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus George Michalopoulos Yuanxin Wang H. Kaka Helen H. Chen Alexander Wong 100 126 0 20 Oct 2020
Coarse-to-Fine Pre-training for Named Entity Recognition Mengge Xue Yu Bowen Zhenyu Zhang Tingwen Liu Yue Zhang Bin Wang 63 53 0 16 Oct 2020
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu Simiao Zuo Haoming Jiang Wendi Ren T. Zhao Chao Zhang AI4MH 73 133 0 15 Oct 2020
"What Are You Trying to Do?" Semantic Typing of Event Processes Muhao Chen Hongming Zhang Haoyu Wang Dan Roth 148 35 0 13 Oct 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 87 109 0 08 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 78 145 0 02 Oct 2020
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models Yusheng Su Xu Han Zhengyan Zhang Peng Li Zhiyuan Liu Yankai Lin Jie Zhou Maosong Sun ODL 80 25 0 29 Sep 2020
Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells Griffin Adams Mert Ketenci Shreyas Bhave A. Perotte Noémie Elhadad BDL 29 0 0 29 Sep 2020
Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models Joseph F DeRose Jiayao Wang M. Berger 65 84 0 03 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 93 14 0 26 Aug 2020
BabelEnconding at SemEval-2020 Task 3: Contextual Similarity as a Combination of Multilingualism and Language Models L. Pessutto Tiago de Melo V. Moreira A. D. Silva 23 1 0 19 Aug 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 70 21 0 22 Jun 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian Can Gao Xinyan Xiao Hao Liu Bolei He Hua Wu Haifeng Wang Feng Wu 71 237 0 12 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 74 14 0 11 May 2020
Interpretable Entity Representations through Large-Scale Typing Yasumasa Onoe Greg Durrett 72 20 0 30 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
The Cost of Training NLP Models: A Concise Overview Or Sharir Barak Peleg Y. Shoham 110 214 0 19 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 125 155 0 15 Apr 2020
Bayesian Hierarchical Words Representation Learning Oren Barkan Idan Rejwan Avi Caciularu Noam Koenigstein BDL 49 21 0 12 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 390 1,498 0 18 Mar 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 142 557 0 05 Feb 2020
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Kaixin Ma Jonathan M Francis Quanyang Lu Eric Nyberg A. Oltramari NAI 85 90 0 30 Oct 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 85 58 0 05 Sep 2019