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"

50 / 950 papers shown

Title
Contextualized Semantic Distance between Highly Overlapped Texts Letian Peng Z. Li Hai Zhao 9 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 31 89 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 24 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 16 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 40 58 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 24 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 34 15 0 26 Sep 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 56 52 0 26 Sep 2021
Coreference Resolution for the Biomedical Domain: A Survey Pengcheng Lu Massimo Poesio 34 15 0 25 Sep 2021
Text-based NP Enrichment Yanai Elazar Victoria Basmov Yoav Goldberg Reut Tsarfaty 60 14 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 66 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 D. Song 193 35 0 23 Sep 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun Chen Sun Ellie Pavlick VLM CoGe 49 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 27 9 0 21 Sep 2021
Improving Span Representation for Domain-adapted Coreference Resolution Nupoor Gandhi Anjalie Field Yulia Tsvetkov CLL 36 3 0 20 Sep 2021
On Generalization in Coreference Resolution Shubham Toshniwal Patrick Xia Sam Wiseman Karen Livescu Kevin Gimpel 118 36 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 50 19 0 17 Sep 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 30 46 0 16 Sep 2021
Learning Robot Structure and Motion Embeddings using Graph Neural Networks J. Kim Jeongeun Park Sungjoon Choi Sehoon Ha 32 11 0 15 Sep 2021
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference Tenghao Huang Faeze Brahman Vered Shwartz Snigdha Chaturvedi AI4CE 22 31 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 53 59 0 14 Sep 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 180 66 0 13 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 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 30 17 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 6 18 0 13 Sep 2021
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet Xingwei He V. Li BDL 168 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 27 53 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 32 6 0 11 Sep 2021
Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction Guoshun Nan Guoqing Luo Sicong Leng Yao Xiao Wei Lu 29 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 19 31 0 10 Sep 2021
Exophoric Pronoun Resolution in Dialogues with Topic Regularization Xintong Yu Hongming Zhang Yangqiu Song Changshui Zhang Kun Xu Dong Yu 30 3 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 43 20 0 10 Sep 2021
Euphemistic Phrase Detection by Masked Language Model Wanzheng Zhu S. Bhat 43 26 0 10 Sep 2021
How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Hoang Van Zheng Tang Mihai Surdeanu 32 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 41 23 0 09 Sep 2021
Word-Level Coreference Resolution V. Dobrovolskii 22 72 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 23 5 0 09 Sep 2021
ELIT: Emory Language and Information Toolkit Han He Liyan Xu Jinho Choi 47 4 0 08 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 34 64 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 16 117 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 43 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 39 137 0 08 Sep 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 27 63 0 08 Sep 2021
Generate & Rank: A Multi-task Framework for Math Word Problems Jianhao Shen Yichun Yin Lin Li Lifeng Shang Xin Jiang Ming Zhang Qun Liu AIMat 16 125 0 07 Sep 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations Shifeng Liu Yifang Sun Bing Li Wei Wang Florence T. Bourgeois A. Dunn 19 14 0 06 Sep 2021
Data Efficient Masked Language Modeling for Vision and Language Yonatan Bitton Gabriel Stanovsky Michael Elhadad Roy Schwartz VLM 11 20 0 05 Sep 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 36 45 0 04 Sep 2021
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling Atsuki Yamaguchi G. Chrysostomou Katerina Margatina Nikolaos Aletras 27 25 0 04 Sep 2021
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues Liyan Xu Jinho Choi 24 10 0 01 Sep 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury A. Gliozzo RALM 41 32 0 31 Aug 2021