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SpanBERT: Improving Pre-training by Representing and Predicting Spans
v1v2v3 (latest)

SpanBERT: Improving Pre-training by Representing and Predicting Spans

24 July 2019
Mandar Joshi
Danqi Chen
Yinhan Liu
Daniel S. Weld
Luke Zettlemoyer
Omer Levy
ArXiv (abs)PDFHTML

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

50 / 955 papers shown
Title
Bayesian Attention Belief Networks
Bayesian Attention Belief Networks
Shujian Zhang
Xinjie Fan
Bo Chen
Mingyuan Zhou
BDL
110
32
0
09 Jun 2021
MERLOT: Multimodal Neural Script Knowledge Models
MERLOT: Multimodal Neural Script Knowledge Models
Rowan Zellers
Ximing Lu
Jack Hessel
Youngjae Yu
J. S. Park
Jize Cao
Ali Farhadi
Yejin Choi
VLMLRM
104
384
0
04 Jun 2021
Neural semi-Markov CRF for Monolingual Word Alignment
Neural semi-Markov CRF for Monolingual Word Alignment
Wuwei Lan
Chao Jiang
Wei Xu
BDL
71
18
0
04 Jun 2021
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained
  Transformer Compression
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression
Weiyue Su
Xuyi Chen
Shi Feng
Jiaxiang Liu
Weixin Liu
Yu Sun
Hao Tian
Hua Wu
Haifeng Wang
81
13
0
04 Jun 2021
Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel
  Machines
Transformers are Deep Infinite-Dimensional Non-Mercer Binary Kernel Machines
Matthew A. Wright
Joseph E. Gonzalez
84
23
0
02 Jun 2021
Cross-document Coreference Resolution over Predicted Mentions
Cross-document Coreference Resolution over Predicted Mentions
Arie Cattan
Alon Eirew
Gabriel Stanovsky
Mandar Joshi
Ido Dagan
76
43
0
02 Jun 2021
RevCore: Review-augmented Conversational Recommendation
RevCore: Review-augmented Conversational Recommendation
Yu Lu
Junwei Bao
Yan Song
Zichen Ma
Shuguang Cui
Youzheng Wu
Xiaodong He
129
77
0
02 Jun 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12
  More Genres
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
Yilun Zhu
Sameer Pradhan
Amir Zeldes
73
22
0
02 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Deepanway Ghosal
Pengfei Hong
Siqi Shen
Navonil Majumder
Rada Mihalcea
Soujanya Poria
86
23
0
01 Jun 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D
  World
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World
Rowan Zellers
Ari Holtzman
Matthew E. Peters
Roozbeh Mottaghi
Aniruddha Kembhavi
Ali Farhadi
Yejin Choi
110
69
0
01 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding
  with Better Generalization
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization
Jiaao Chen
Dinghan Shen
Weizhu Chen
Diyi Yang
BDL
74
48
0
31 May 2021
Training ELECTRA Augmented with Multi-word Selection
Training ELECTRA Augmented with Multi-word Selection
Jiaming Shen
Jialu Liu
Tianqi Liu
Cong Yu
Jiawei Han
79
9
0
31 May 2021
Pre-training Universal Language Representation
Pre-training Universal Language Representation
Yian Li
Hai Zhao
SSL
62
8
0
30 May 2021
Is Sluice Resolution really just Question Answering?
Is Sluice Resolution really just Question Answering?
Peratham Wiriyathammabhum
49
0
0
29 May 2021
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for
  Multiple Toxic Span Extraction from Online Comments
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments
Sreyan Ghosh
Sonal Kumar
51
8
0
28 May 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding
Domain-Adaptive Pretraining Methods for Dialogue Understanding
Han Wu
Kun Xu
Linfeng Song
Lifeng Jin
Haisong Zhang
Linqi Song
AI4CE
62
18
0
28 May 2021
IntelliCAT: Intelligent Machine Translation Post-Editing with Quality
  Estimation and Translation Suggestion
IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion
Dongjun Lee
Junhyeong Ahn
Heesoo Park
Jaemin Jo
26
18
0
25 May 2021
PTR: Prompt Tuning with Rules for Text Classification
PTR: Prompt Tuning with Rules for Text Classification
Xu Han
Weilin Zhao
Ning Ding
Zhiyuan Liu
Maosong Sun
VLM
106
532
0
24 May 2021
Killing One Bird with Two Stones: Model Extraction and Attribute
  Inference Attacks against BERT-based APIs
Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs
Chen Chen
Xuanli He
Lingjuan Lyu
Fangzhao Wu
SILMMIACV
95
8
0
23 May 2021
CEREC: A Corpus for Entity Resolution in Email Conversations
CEREC: A Corpus for Entity Resolution in Email Conversations
Parag Dakle
D. Moldovan
25
4
0
21 May 2021
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues
Bo-Hsiang Tseng
Shruti Bhargava
Jiarui Lu
Joel Ruben Antony Moniz
Dhivya Piraviperumal
Lin Li
Hong-ye Yu
34
17
0
20 May 2021
Improving Adverse Drug Event Extraction with SpanBERT on Different Text
  Typologies
Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies
Beatrice Portelli
Daniele Passabi
Edoardo Lenzi
G. Serra
Enrico Santus
Emmanuele Chersoni
MedIm
36
14
0
19 May 2021
Relation Classification with Entity Type Restriction
Relation Classification with Entity Type Restriction
Shengfei Lyu
Huanhuan Chen
59
69
0
18 May 2021
Improving Lexically Constrained Neural Machine Translation with
  Source-Conditioned Masked Span Prediction
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction
Gyubok Lee
Soyoung Yang
Edward Choi
111
6
0
12 May 2021
REPT: Bridging Language Models and Machine Reading Comprehension via
  Retrieval-Based Pre-training
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
Fangkai Jiao
Yangyang Guo
Yilin Niu
Feng Ji
Feng-Lin Li
Liqiang Nie
LRM
69
12
0
10 May 2021
GraphFormers: GNN-nested Transformers for Representation Learning on
  Textual Graph
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
Junhan Yang
Zheng Liu
Shitao Xiao
Chaozhuo Li
Defu Lian
Sanjay Agrawal
Amit Singh
Guangzhong Sun
Xing Xie
AI4CE
86
160
0
06 May 2021
HerBERT: Efficiently Pretrained Transformer-based Language Model for
  Polish
HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish
Robert Mroczkowski
Piotr Rybak
Alina Wróblewska
Ireneusz Gawlik
86
85
0
04 May 2021
ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text
  Encoders
ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders
Yan Song
Tong Zhang
Yonggang Wang
Kai-Fu Lee
95
45
0
04 May 2021
When to Foldém: How to answer Unanswerable questions
When to Foldém: How to answer Unanswerable questions
Marshall Ho
Zhipeng Zhou
J. He
55
2
0
01 May 2021
An analysis of full-size Russian complexly NER labelled corpus of
  Internet user reviews on the drugs based on deep learning and language neural
  nets
An analysis of full-size Russian complexly NER labelled corpus of Internet user reviews on the drugs based on deep learning and language neural nets
A. Sboev
S. Sboeva
I. Moloshnikov
A. Gryaznov
R. Rybka
A. Naumov
A. Selivanov
Gleb Rylkov
Viacheslav Ilyin
31
3
0
30 Apr 2021
SoT: Delving Deeper into Classification Head for Transformer
SoT: Delving Deeper into Classification Head for Transformer
Jiangtao Xie
Rui Zeng
Qilong Wang
Ziqi Zhou
P. Li
ViT
86
12
0
22 Apr 2021
Evaluating the Impact of a Hierarchical Discourse Representation on
  Entity Coreference Resolution Performance
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance
Sopan Khosla
James Fiacco
Carolyn Rose
28
3
0
20 Apr 2021
Enhancing Cognitive Models of Emotions with Representation Learning
Enhancing Cognitive Models of Emotions with Representation Learning
Yuting Guo
Jinho Choi
48
5
0
20 Apr 2021
On the Influence of Masking Policies in Intermediate Pre-training
On the Influence of Masking Policies in Intermediate Pre-training
Qinyuan Ye
Belinda Z. Li
Sinong Wang
Benjamin Bolte
Hao Ma
Wen-tau Yih
Xiang Ren
Madian Khabsa
91
12
0
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Zero-shot Slot Filling with DPR and RAG
Zero-shot Slot Filling with DPR and RAG
Michael R. Glass
Gaetano Rossiello
A. Gliozzo
35
1
0
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Moving on from OntoNotes: Coreference Resolution Model Transfer
Moving on from OntoNotes: Coreference Resolution Model Transfer
Patrick Xia
Benjamin Van Durme
86
30
0
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Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path
  Grounding
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
Nouha Dziri
Andrea Madotto
Osmar Zaiane
A. Bose
HILM
94
137
0
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Three-level Hierarchical Transformer Networks for Long-sequence and
  Multiple Clinical Documents Classification
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification
Yuqi Si
Kirk Roberts
84
9
0
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Re-TACRED: Addressing Shortcomings of the TACRED Dataset
Re-TACRED: Addressing Shortcomings of the TACRED Dataset
George Stoica
Emmanouil Antonios Platanios
Barnabas Poczos
85
117
0
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AMMU : A Survey of Transformer-based Biomedical Pretrained Language
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AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
LM&MAMedIm
115
171
0
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How to Train BERT with an Academic Budget
How to Train BERT with an Academic Budget
Peter Izsak
Moshe Berchansky
Omer Levy
135
119
0
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KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization
  for Relation Extraction
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
Xiang Chen
Ningyu Zhang
Xin Xie
Shumin Deng
Yunzhi Yao
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
185
420
0
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Adapting Coreference Resolution Models through Active Learning
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Michelle Yuan
Patrick Xia
Chandler May
Benjamin Van Durme
Jordan L. Boyd-Graber
56
20
0
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Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese
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Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models
Yuxuan Lai
Yijia Liu
Yansong Feng
Songfang Huang
Dongyan Zhao
VLMAI4CE
70
38
0
15 Apr 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples
Few-shot Intent Classification and Slot Filling with Retrieved Examples
Dian Yu
Luheng He
Yuan Zhang
Xinya Du
Panupong Pasupat
Qi Li
VLM
60
54
0
12 Apr 2021
Stay Together: A System for Single and Split-antecedent Anaphora
  Resolution
Stay Together: A System for Single and Split-antecedent Anaphora Resolution
Juntao Yu
N. Moosavi
Silviu Paun
Massimo Poesio
39
14
0
12 Apr 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span
  Detection using Attention-based, Named Entity Recognition, and Ensemble
  Models
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models
Alireza Salemi
Nazanin Sabri
Emad Kebriaei
B. Bahrak
A. Shakery
40
3
0
10 Apr 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for
  Detecting Toxic Spans
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
Tharindu Ranasinghe
Diptanu Sarkar
Marcos Zampieri
Alexander Ororbia
MedIm
60
13
0
09 Apr 2021
UPB at SemEval-2021 Task 8: Extracting Semantic Information on
  Measurements as Multi-Turn Question Answering
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering
Andrei-Marius Avram
George-Eduard Zaharia
Dumitru-Clementin Cercel
M. Dascalu
66
2
0
09 Apr 2021
Video Question Answering with Phrases via Semantic Roles
Video Question Answering with Phrases via Semantic Roles
Arka Sadhu
Kan Chen
Ram Nevatia
51
16
0
08 Apr 2021
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