Annual Meeting of the Association for Computational Linguistics

All conferences Best Papers vs Top Cited Papers

Author Distribution

Top Authors ( author's name : number of papers / citations )

2015

Christopher D. Manning: 5 / 2283

Kai Sheng Tai: 1 / 1752

Richard Socher: 1 / 1752

Chris Dyer: 8 / 1091

Jun Zhao: 4 / 884

Thang Luong: 2 / 819

Noah A. Smith: 4 / 814

Kang Liu: 3 / 737

Wang Ling: 3 / 663

Yoshua Bengio: 1 / 638

Roland Memisevic: 1 / 638

Kyunghyun Cho: 1 / 638

SÃ©Bastien Jean: 1 / 638

Hang Li: 4 / 619

Austin Matthews: 1 / 597

Miguel Ballesteros: 1 / 597

Jordan L. Boyd-Graber: 3 / 538

Zhengdong Lu: 2 / 519

Furu Wei: 3 / 513

Lifeng Shang: 1 / 504

2016

Rico Sennrich: 2 / 3219

Alexandra Birch: 2 / 3219

Barry Haddow: 2 / 3219

Eduard H. Hovy: 4 / 1644

Xuezhe Ma: 2 / 1561

Zhengdong Lu: 2 / 1275

Hang Li: 2 / 1275

Christopher D. Manning: 6 / 1150

Yang Liu: 4 / 937

Maosong Sun: 4 / 854

Mirella Lapata: 3 / 808

Victor O. K. Li: 1 / 770

Jiatao Gu: 1 / 770

Yoshua Bengio: 3 / 719

Shiqi Shen: 2 / 714

Zhenyu Qi: 1 / 643

Bo Xu: 1 / 643

Hongwei Hao: 1 / 643

Wei Shi: 1 / 643

Peng Zhou: 1 / 643

2017

Christopher D. Manning: 3 / 977

Peter J. Liu: 1 / 935

Abigail See: 1 / 935

Yoon Kim: 1 / 886

Jean Senellart: 1 / 886

Yuntian Deng: 1 / 886

Alexander M. Rush: 1 / 886

Ming Zhou: 5 / 812

Si Wei: 2 / 705

Luke Zettlemoyer: 4 / 658

Jason Weston: 1 / 615

Furu Wei: 3 / 615

Antoine Bordes: 1 / 615

Danqi Chen: 1 / 615

Nan Yang: 2 / 521

Maosong Sun: 6 / 499

Hui Jiang: 2 / 479

Xiaodan Zhu: 2 / 439

Diana Inkpen: 1 / 434

Zhen-Hua Ling: 1 / 434

2018

Percy Liang: 2 / 359

Robin Jia: 1 / 357

Pranav Rajpurkar: 1 / 357

Jianfeng Gao: 3 / 342

Ricardo Henao: 3 / 251

Dinghan Shen: 3 / 251

Wenlin Wang: 3 / 251

Lawrence Carin: 3 / 251

Chunyuan Li: 2 / 225

Yizhe Zhang: 2 / 225

Douwe Kiela: 2 / 221

Saizheng Zhang: 2 / 218

Mohit Bansal: 2 / 215

Gorka Labaka: 1 / 215

Eneko Agirre: 1 / 215

Mikel Artetxe: 1 / 215

Hua Wu: 3 / 210

Matt Gardner: 2 / 202

Xu Sun: 6 / 199

Angela Fan: 1 / 199

2019

Quoc V. Le: 2 / 463

Ruslan Salakhutdinov: 3 / 444

Jaime G. Carbonell: 2 / 434

Yiming Yang: 1 / 429

Zihang Dai: 1 / 429

Zhilin Yang: 1 / 429

Jianfeng Gao: 7 / 304

Xiaodong Liu: 2 / 258

Weizhu Chen: 1 / 239

Pengcheng He: 1 / 239

Ellie Pavlick: 3 / 159

R. Thomas Mccoy: 2 / 125

Zhiyuan Liu: 12 / 104

Tal Linzen: 1 / 103

Maosong Sun: 9 / 102

Qun Liu: 4 / 100

Ivan Titov: 6 / 94

Xu Han: 5 / 86

Rico Sennrich: 4 / 84

Xin Jiang: 2 / 77

2020

Luke Zettlemoyer: 7 / 148

Goyal Naman: 3 / 148

Stoyanov Veselin: 3 / 148

Levy Omer: 2 / 87

Lewis Mike: 2 / 87

Marjan Ghazvininejad: 2 / 85

GuzmÃ¡N Francisco: 1 / 63

Chaudhary Vishrav: 1 / 63

Khandelwal Kartikay: 1 / 63

Conneau Alexis: 2 / 63

Wenzek Guillaume: 1 / 63

Ott Myle: 2 / 63

Grave Edouard: 1 / 63

Sagot BenoÃ®T: 4 / 34

Weston Jason: 5 / 34

Ruder Sebastian: 2 / 33

Artetxe Mikel: 2 / 33

Yogatama Dani: 2 / 33

Seddah DjamÃ©: 2 / 33

SuÃ¡Rez Pedro Javier Ortiz: 3 / 33

Publications

Top Clited

Authors

Affiliations

Browse by Citation

Neural Machine Translation of Rare Words with Subword Units

Rico Sennrich,Barry Haddow,Alexandra Birch

(2016)

Cited by2399

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Kai Sheng Tai,Richard Socher,Christopher D. Manning

(2015)

Cited by2163

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Xuezhe Ma,Eduard H. Hovy

(2016)

Cited by1339

Get To The Point: Summarization with Pointer-Generator Networks

Abigail See,Peter J. Liu,Christopher D. Manning

(2017)

Cited by935

OpenNMT: Open-Source Toolkit for Neural Machine Translation

Guillaume Klein,Yoon Kim,Yuntian Deng,Jean Senellart,Alexander M. Rush

(2017)

Cited by886

Improving Neural Machine Translation Models with Monolingual Data

Rico Sennrich,Barry Haddow,Alexandra Birch

(2016)

Cited by820

Incorporating Copying Mechanism in Sequence-to-Sequence Learning

Jiatao Gu,Zhengdong Lu,Hang Li,Victor O. K. Li

(2016)

Cited by770

Addressing the Rare Word Problem in Neural Machine Translation

Thang Luong,Ilya Sutskever,Quoc V. Le,Oriol Vinyals,Wojciech Zaremba

(2015)

Cited by648

Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification

Peng Zhou,Wei Shi, Jun Tian,Zhenyu Qi, Bingchen Li,Hongwei Hao,Bo Xu

(2016)

Cited by643

On Using Very Large Target Vocabulary for Neural Machine Translation

Sébastien Jean,KyungHyun Cho,Roland Memisevic,Yoshua Bengio

(2015)

Cited by638

Reading Wikipedia to Answer Open-Domain Questions

Danqi Chen, Adam Fisch,Jason Weston,Antoine Bordes

(2017)

Cited by615

Neural Relation Extraction with Selective Attention over Instances

Yankai Lin,Shiqi Shen,Zhiyuan Liu,Huanbo Luan,Maosong Sun

(2016)

Cited by605

Transition-Based Dependency Parsing with Stack Long Short-Term Memory

Chris Dyer,Miguel Ballesteros,Wang Ling,Austin Matthews,Noah A. Smith

(2015)

Cited by597

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Zihang Dai,Zhilin Yang,Yiming Yang,Jaime G. Carbonell,Quoc V. Le,Ruslan Salakhutdinov

(2019)

Cited by592

Modeling Coverage for Neural Machine Translation

Zhaopeng Tu,Zhengdong Lu,Yang Liu, Xiaohua Liu,Hang Li

(2016)

Cited by574

Deep Unordered Composition Rivals Syntactic Methods for Text Classification

Mohit Iyyer,Varun Manjunatha,Jordan L. Boyd-Graber,Hal Daumé III

(2015)

Cited by553

Neural Responding Machine for Short-Text Conversation

Lifeng Shang,Zhengdong Lu,Hang Li

(2015)

Cited by504

Enhanced LSTM for Natural Language Inference

Qian Chen,Xiaodan Zhu,Zhen-Hua Ling, Si Wei,Hui Jiang,Diana Inkpen

(2017)

Cited by498

Knowledge Graph Embedding via Dynamic Mapping Matrix

Guoliang Ji,Shizhu He, Liheng Xu,Kang Liu,Jun Zhao

(2015)

Cited by486

End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures

Makoto Miwa,Mohit Bansal

(2016)

Cited by479

Neural Summarization by Extracting Sentences and Words

Jianpeng Cheng,Mirella Lapata

(2016)

Cited by445

Gated Self-Matching Networks for Reading Comprehension and Question Answering

Wenhui Wang,Nan Yang,Furu Wei,Baobao Chang,Ming Zhou

(2017)

Cited by444

A persona-based neural conversation model

J Li,M Galley,C Brockett, GP Spithourakis,J Gao,B Dolan

(2016)

Cited by432

Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

William L. Hamilton,Jure Leskovec,Daniel Jurafsky

(2016)

Cited by427

Globally Normalized Transition-Based Neural Networks

Daniel Andor, Chris Alberti,David Weiss,Aliaksei Severyn, Alessandro Presta,Kuzman Ganchev,Slav Petrov,Michael Collins

(2016)

Cited by417

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Mandar Joshi,Eunsol Choi,Daniel S. Weld,Luke Zettlemoyer

(2017)

Cited by413

A Hierarchical Neural Autoencoder for Paragraphs and Documents

Jiwei Li,Minh-Thang Luong,Dan Jurafsky

(2015)

Cited by380

"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection

William Yang Wang

(2017)

Cited by358

Know What You Don't Know: Unanswerable Questions for SQuAD

Pranav Rajpurkar,Robin Jia,Percy Liang

(2018)

Cited by357

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

Danqi Chen, Jason Bolton,Christopher D. Manning

(2016)

Cited by349

Harnessing Deep Neural Networks with Logic Rules

Zhiting Hu,Xuezhe Ma,Zhengzhong Liu,Eduard H. Hovy,Eric P. Xing

(2016)

Cited by347

Minimum Risk Training for Neural Machine Translation

Shiqi Shen,Yong Cheng,Zhongjun He,Wei He,Hua Wu,Maosong Sun,Yang Liu

(2016)

Cited by337

Leveraging Linguistic Structure For Open Domain Information Extraction

Gabor Angeli, Melvin Jose Johnson Premkumar,Christopher D. Manning

(2015)

Cited by328

Pointing the Unknown Words

Caglar Gulcehre,Sungjin Ahn,Ramesh Nallapati,Bowen Zhou,Yoshua Bengio

(2016)

Cited by309

Deep multi-task learning with low level tasks supervised at lower layers

Anders Søgaard,Yoav Goldberg

(2016)

Cited by308

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

Barbara Plank,Anders Søgaard,Yoav Goldberg

(2016)

Cited by304

Relation Classification via Multi-Level Attention CNNs

Linlin Wang,Zhu Cao,Gerard de Melo,Zhiyuan Liu

(2016)

Cited by302

Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu,Pengcheng He,Weizhu Chen,Jianfeng Gao

(2019)

Cited by301

Semi-supervised sequence tagging with bidirectional language models

Matthew E. Peters,Waleed Ammar,Chandra Bhagavatula, Russell Power

(2017)

Cited by299

Attention-over-Attention Neural Networks for Reading Comprehension

Yiming Cui,Zhipeng Chen, Si Wei,Shijin Wang,Ting Liu,Guoping Hu

(2017)

Cited by296

Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders

Tiancheng Zhao,Ran Zhao,Maxine Eskénazi

(2017)

Cited by293

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

Wen-tau Yih,Ming-Wei Chang,Xiaodong He,Jianfeng Gao

(2015)

Cited by288

Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models

Minh-Thang Luong,Christopher D. Manning

(2016)

Cited by285

Language to Logical Form with Neural Attention

Li Dong,Mirella Lapata

(2016)

Cited by281

End-to-end learning of semantic role labeling using recurrent neural networks

Jie Zhou,Wei Xu

(2015)

Cited by280

Question Answering over Freebase with Multi-Column Convolutional Neural Networks

Li Dong,Furu Wei,Ming Zhou,Ke Xu

(2015)

Cited by277

Adversarial Multi-task Learning for Text Classification

Pengfei Liu,Xipeng Qiu,Xuanjing Huang

(2017)

Cited by272

What you can cram into a single vector: Probing sentence embeddings for linguistic properties

Alexis Conneau,Germán Kruszewski,Guillaume Lample,Loïc Barrault,Marco Baroni

(2018)

Cited by267

Learning bilingual word embeddings with (almost) no bilingual data

Mikel Artetxe,Gorka Labaka,Eneko Agirre

(2017)

Cited by255

Multi-Task Learning for Multiple Language Translation

Daxiang Dong,Hua Wu,Wei He,Dianhai Yu,Haifeng Wang

(2015)

Cited by251

Deep Semantic Role Labeling: What Works and What's Next

Luheng He,Kenton Lee,Mike Lewis,Luke Zettlemoyer

(2017)

Cited by249

Classifying Relations by Ranking with Convolutional Neural Networks

Cícero Nogueira dos Santos,Bing Xiang,Bowen Zhou

(2015)

Cited by247

AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes

Sascha Rothe,Hinrich Schütze

(2015)

Cited by245

A Character-level Decoder without Explicit Segmentation for Neural Machine Translation

Junyoung Chung,Kyunghyun Cho,Yoshua Bengio

(2016)

Cited by239

Gated-Attention Readers for Text Comprehension

Bhuwan Dhingra,Hanxiao Liu,William W. Cohen,Ruslan Salakhutdinov

(2017)

Cited by238

HotFlip: White-Box Adversarial Examples for Text Classification

Javid Ebrahimi,Anyi Rao,Daniel Lowd,Dejing Dou

(2018)

Cited by232

Text Understanding with the Attention Sum Reader Network

Rudolf Kadlec,Martin Schmid, Ondrej Bajgar,Jan Kleindienst

(2016)

Cited by231

A Fast Unified Model for Parsing and Sentence Understanding

Samuel R. Bowman,Jon Gauthier, Abhinav Rastogi, Raghav Gupta,Christopher D. Manning,Christopher Potts

(2016)

Cited by230

SensEmbed: Learning Sense Embeddings for Word and Relational Similarity

Ignacio Iacobacci,Mohammad Taher Pilehvar,Roberto Navigli

(2015)

Cited by229

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification

Duyu Tang,Bing Qin,Ting Liu

(2015)

Cited by228

ERNIE: Enhanced Language Representation with Informative Entities

Zhengyan Zhang,Xu Han,Zhiyuan Liu,Xin Jiang,Maosong Sun,Qun Liu

(2019)

Cited by222

Gaussian LDA for Topic Models with Word Embeddings

Rajarshi Das,Manzil Zaheer,Chris Dyer

(2015)

Cited by221

Data Recombination for Neural Semantic Parsing

Robin Jia,Percy Liang

(2016)

Cited by216

A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

Mikel Artetxe,Gorka Labaka,Eneko Agirre

(2018)

Cited by215

Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks

Yubo Chen,Liheng Xu,Kang Liu,Daojian Zeng,Jun Zhao

(2015)

Cited by212

Natural Language Inference by Tree-Based Convolution and Heuristic Matching

Lili Mou, Rui Men,Ge Li,Yan Xu,Lu Zhang,Rui Yan,Zhi Jin

(2016)

Cited by209

Marian: Fast Neural Machine Translation in C++

Marcin Junczys-Dowmunt,Roman Grundkiewicz, Tomasz Dwojak,Hieu Hoang,Kenneth Heafield, Tom Neckermann,Frank Seide,Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev,André F. T. Martins,Alexandra Birch

(2018)

Cited by208

Compositional Semantic Parsing on Semi-Structured Tables

Panupong Pasupat,Percy Liang

(2015)

Cited by207

Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model

Jin Wang,Liang-Chih Yu,K. Robert Lai,Xue-jie Zhang

(2016)

Cited by203

A Convolutional Encoder Model for Neural Machine Translation

Jonas Gehring,Michael Auli,David Grangier,Yann N. Dauphin

(2017)

Cited by200

Hierarchical Neural Story Generation

Angela Fan,Mike Lewis,Yann Dauphin

(2018)

Cited by199

Simple and Effective Multi-Paragraph Reading Comprehension

Christopher R. Clark,Matt Gardner

(2018)

Cited by198

Neural Approaches to Conversational AI

Jianfeng Gao,Michel Galley,Lihong Li

(2018)

Cited by197

Embeddings for Word Sense Disambiguation: An Evaluation Study

Ignacio Iacobacci,Mohammad Taher Pilehvar,Roberto Navigli

(2016)

Cited by196

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

Chen Liang,Jonathan Berant,Quoc Le,Kenneth D. Forbus,Ni Lao

(2017)

Cited by195

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Lewis Mike, Liu Yinhan,Goyal Naman,Ghazvininejad Marjan,Mohamed Abdelrahman,Levy Omer,Stoyanov Ves,Zettlemoyer Luke

(2020)

Cited by193

A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering

Di Wang,Eric Nyberg

(2015)

Cited by192

Sequential Match Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots

Yu Wu,Wei Wu,Ming Zhou,Zhoujun Li

(2017)

Cited by192

An Unsupervised Neural Attention Model for Aspect Extraction

Ruidan He,Wee Sun Lee,Hwee Tou Ng,Daniel Dahlmeier

(2017)

Cited by191

Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

Bhuwan Dhingra,Lihong Li,Xiujun Li,Jianfeng Gao,Yun-Nung Chen,Faisal Ahmed,Li Deng

(2017)

Cited by189

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

Vered Shwartz,Yoav Goldberg,Ido Dagan

(2016)

Cited by189

Personalizing Dialogue Agents: I have a dog, do you have pets too

Saizheng Zhang,Emily Dinan, Jack Urbanek,Arthur Szlam,Douwe Kiela,Jason Weston

(2018)

Cited by188

Improving Coreference Resolution by Learning Entity-Level Distributed Representations

Kevin Clark,Christopher D. Manning

(2016)

Cited by186

Context-Dependent Sentiment Analysis in User-Generated Videos

Soujanya Poria,Erik Cambria, Devamanyu Hazarika, Navonil Majumder,Amir Zadeh,Louis-Philippe Morency

(2017)

Cited by183

A Syntactic Neural Model for General-Purpose Code Generation

Pengcheng Yin,Graham Neubig

(2017)

Cited by181

Event Detection and Domain Adaptation with Convolutional Neural Networks

Thien Huu Nguyen,Ralph Grishman

(2015)

Cited by180

Language Models for Image Captioning: The Quirks and What Works

Jacob Devlin,Hao Cheng,Hao Fang,Saurabh Gupta,Li Deng,Xiaodong He,Geoffrey Zweig,Margaret Mitchell

(2015)

Cited by180

Adversarial Training for Unsupervised Bilingual Lexicon Induction

Meng Zhang,Yang Liu,Huanbo Luan,Maosong Sun

(2017)

Cited by179

Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

Yen-Chun Chen,Mohit Bansal

(2018)

Cited by178

CANE: Context-Aware Network Embedding for Relation Modeling

Cunchao Tu,Han Liu,Zhiyuan Liu,Maosong Sun

(2017)

Cited by178

Semi-Supervised Learning for Neural Machine Translation

Yong Cheng,Wei Xu,Zhongjun He,Wei He,Hua Wu,Maosong Sun,Yang Liu

(2016)

Cited by175

Tree-to-Sequence Attentional Neural Machine Translation

Akiko Eriguchi,Kazuma Hashimoto,Yoshimasa Tsuruoka

(2016)

Cited by175

Question Answering on Freebase via Relation Extraction and Textual Evidence

Kun Xu,Siva Reddy,Yansong Feng,Songfang Huang,Dongyan Zhao

(2016)

Cited by175

Generating Natural Questions About an Image

Nasrin Mostafazadeh,Ishan Misra,Jacob Devlin, Larry Zitnick,Margaret Mitchell,Xiaodong He,Lucy Vanderwende

(2016)

Cited by174

Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus

Iulian Vlad Serban, Alberto García-Durán,Çaglar Gülçehre,Sungjin Ahn,Sarath Chandar,Aaron C. Courville,Yoshua Bengio

(2016)

Cited by171

Predicting polarities of tweets by composing word embeddings with long short-Term memory

Xin Wang,Yuanchao Liu,Chengjie Sun, Baoxun Wang,Xiaolong Wang

(2015)

Cited by170

Structured Training for Neural Network Transition-Based Parsing

David Weiss, Chris Alberti,Michael Collins,Slav Petrov

(2015)

Cited by167

Building a Semantic Parser Overnight

Yushi Wang,Jonathan Berant,Percy Liang

(2015)

Cited by165

PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification

Ellie Pavlick,Pushpendre Rastogi,Juri Ganitkevitch,Benjamin Van Durme,Chris Callison-Burch

(2015)

Cited by162

100

Summarizing Source Code using a Neural Attention Model

Srinivasan Iyer,Ioannis Konstas,Alvin Cheung,Luke Zettlemoyer

(2016)

Cited by161