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SpanBERT: Improving Pre-training by Representing and Predicting Spans

24 July 2019

Luke Zettlemoyer

Papers citing "SpanBERT: Improving Pre-training by Representing and Predicting Spans"

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Title
Building Chinese Biomedical Language Models via Multi-Level Text Discrimination Quan Wang Songtai Dai Benfeng Xu Yajuan Lyu Yong Zhu Hua Wu Haifeng Wang 105 15 0 14 Oct 2021
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Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms Yilun Zhu Sameer Pradhan Amir Zeldes 44 5 0 12 Oct 2021
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting Zahra Fatemi Chen Xing Wenhao Liu Caiming Xiong CLL 82 34 0 11 Oct 2021
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Is Attention always needed? A Case Study on Language Identification from Speech A. Mandal Santanu Pal Indranil Dutta Mahidas Bhattacharya S. Naskar 48 6 0 05 Oct 2021
SPaR.txt, a cheap Shallow Parsing approach for Regulatory texts Ruben Kruiper Ioannis Konstas A. Gray Farhad Sadeghineko Richard Watson B. Kumar 59 6 0 04 Oct 2021
Contextualized Semantic Distance between Highly Overlapped Texts Letian Peng Z. Li Hai Zhao 41 2 0 04 Oct 2021
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Ankan Dash J. Ye Guiling Wang MedIm AI4CE 66 99 0 01 Oct 2021
Analysing the Effect of Masking Length Distribution of MLM: An Evaluation Framework and Case Study on Chinese MRC Datasets Changchang Zeng Shaobo Li 39 6 0 29 Sep 2021
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution Laura Aina Xixian Liao Gemma Boleda M. Westera 49 3 0 27 Sep 2021
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling Peiyi Wang Runxin Xu Tianyu Liu Qingyu Zhou Yunbo Cao Baobao Chang Zhifang Sui 115 62 0 27 Sep 2021
Context-guided Triple Matching for Multiple Choice Question Answering Xun Yao Junlong Ma Xinrong Hu Junping Liu Jie Yang Wanqing Li 61 2 0 27 Sep 2021
Improving Question Answering Performance Using Knowledge Distillation and Active Learning Yasaman Boreshban Seyed Morteza Mirbostani Gholamreza Ghassem-Sani Seyed Abolghasem Mirroshandel Shahin Amiriparian 83 16 0 26 Sep 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 120 53 0 26 Sep 2021
Coreference Resolution for the Biomedical Domain: A Survey Pengcheng Lu Massimo Poesio 74 15 0 25 Sep 2021
Text-based NP Enrichment Yanai Elazar Victoria Basmov Yoav Goldberg Reut Tsarfaty 101 15 0 24 Sep 2021
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration Eran Hirsch Alon Eirew Ori Shapira Avi Caciularu Arie Cattan Ori Ernst Ramakanth Pasunuru H. Ronen Joey Tianyi Zhou Ido Dagan 92 14 0 23 Sep 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Basel Alomair 239 36 0 23 Sep 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun Chen Sun Ellie Pavlick VLM CoGe 113 32 0 21 Sep 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations Simone Scaboro Beatrice Portelli Emmanuele Chersoni Enrico Santus G. Serra 72 9 0 21 Sep 2021
Improving Span Representation for Domain-adapted Coreference Resolution Nupoor Gandhi Anjalie Field Yulia Tsvetkov CLL 62 3 0 20 Sep 2021
On Generalization in Coreference Resolution Shubham Toshniwal Patrick Xia Sam Wiseman Karen Livescu Kevin Gimpel 165 37 0 20 Sep 2021
From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba Xinyuan Qi Kai Hou Tong Liu Zhongzhong Yu Sihao Hu Wenwu Ou AI4TS 90 20 0 17 Sep 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 82 48 0 16 Sep 2021
Learning Robot Structure and Motion Embeddings using Graph Neural Networks J. Kim Jeongeun Park Sungjoon Choi Sehoon Ha 36 11 0 15 Sep 2021
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference Tenghao Huang Faeze Brahman Vered Shwartz Snigdha Chaturvedi AI4CE 60 36 0 14 Sep 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 73 61 0 14 Sep 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 231 68 0 13 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 216 112 0 13 Sep 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy Soumya Sharma Shubham Maddhashiya K. Sachdeva Pawan Goyal Niloy Ganguly 68 19 0 13 Sep 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media Shivam Raval Hooman Sedghamiz Enrico Santus Tuka Alhanai M. Ghassemi Emmanuele Chersoni 40 18 0 13 Sep 2021
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet Xingwei He Victor O.K. Li BDL 282 24 0 13 Sep 2021
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding Faeze Brahman Meng Huang Oyvind Tafjord Chao Zhao Mrinmaya Sachan Snigdha Chaturvedi 77 57 0 12 Sep 2021
Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang Cliff Wong Naoto Usuyama Sarthak Jain Tristan Naumann Hoifung Poon AI4TS 65 6 0 11 Sep 2021
Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction Guoshun Nan Guoqing Luo Sicong Leng Yao Xiao Wei Lu 106 8 0 11 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 85 32 0 10 Sep 2021
Exophoric Pronoun Resolution in Dialogues with Topic Regularization Xintong Yu Hongming Zhang Yangqiu Song Changshui Zhang Kun Xu Dong Yu 56 4 0 10 Sep 2021
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables Weizhi Wang Zhirui Zhang Yichao Du Boxing Chen Jun Xie Weihua Luo 93 20 0 10 Sep 2021
Euphemistic Phrase Detection by Masked Language Model Wanzheng Zhu S. Bhat 62 27 0 10 Sep 2021
How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Hoang Van Zheng Tang Mihai Surdeanu 58 9 0 10 Sep 2021
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach Koren Lazar Benny Saret Asaf Yehudai W. Horowitz N. Wasserman Gabriel Stanovsky 71 23 0 09 Sep 2021
Word-Level Coreference Resolution V. Dobrovolskii 72 74 0 09 Sep 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Alireza Salemi Emad Kebriaei Ghazal Neisi Minaei A. Shakery CVBM 40 6 0 09 Sep 2021
ELIT: Emory Language and Information Toolkit Han He Liyan Xu Jinho Choi 64 4 0 08 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 72 70 0 08 Sep 2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction Oscar Sainz Oier López de Lacalle Gorka Labaka Ander Barrena Eneko Agirre 54 126 0 08 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 107 37 0 08 Sep 2021
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 111 146 0 08 Sep 2021