Jianshu Chen

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All published works

Action	Title	Year	Authors
+ PDF Chat	RNR: Teaching Large Language Models to Follow Roles and Rules	2024	Kuan Wang Alexander Bukharin Haoming Jiang Qingyu Yin Zhengyang Wang Tuo Zhao Jingbo Shang Chao Zhang Bing Yin Xian Li
+ PDF Chat	Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models	2024	Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Tongshuang Wu Jianshu Chen
+ PDF Chat	Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment	2024	Rui Yang Xiaoman Pan Feng Luo Shuang Qiu Han Zhong Yu Dong Jianshu Chen
+ PDF Chat	MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning	2024	Fuxiao Liu Xiaoyang Wang Wenlin Yao Jianshu Chen Kaiqiang Song Sangwoo Cho Yaser Yacoob Dong Yu
+	Learning Language Representations with Logical Inductive Bias	2023	Jianshu Chen
+	CEO: Corpus-based Open-Domain Event Ontology Induction	2023	Nan Xu Hongming Zhang Jianshu Chen
+	PIVOINE: Instruction Tuning for Open-world Information Extraction	2023	Keming Lu Xiaoman Pan Kaiqiang Song Hongming Zhang Dong Yu Jianshu Chen
+	A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation	2023	Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu
+	Thrust: Adaptively Propels Large Language Models with External Knowledge	2023	Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen
+ PDF Chat	Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks	2023	Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji
+	Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models	2023	Jiaao Chen Xiaoman Pan Dian Yu Kaiqiang Song Xiaoyang Wang Dong Yu Jianshu Chen
+	From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning	2023	Xuansheng Wu Wenlin Yao Jianshu Chen Xiaoman Pan Xiaoyang Wang Ninghao Liu Yu Dong
+	MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning	2023	Fuxiao Liu Xiaoyang Wang Wenlin Yao Jianshu Chen Kaiqiang Song Sangwoo Cho Yaser Yacoob Dong Yu
+ PDF Chat	Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer	2022	Jianyi Zhang Yiran Chen Jianshu Chen
+ PDF Chat	ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion	2022	Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen
+ PDF Chat	Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge	2022	Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie
+	C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References	2022	Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen
+	Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension	2022	Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen
+	PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent	2022	Daoming Lyu Bo Liu Jianshu Chen
+	C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References	2022	Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen
+	Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension	2022	Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen
+	Blessing of Class Diversity in Pre-training	2022	Yulai Zhao Jianshu Chen Simon S. Du
+	Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks	2022	Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji
+	Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer	2022	Jianyi Zhang Yiran Chen Jianshu Chen
+	Explanations from Large Language Models Make Small Reasoners Better	2022	Shiyang Li Jianshu Chen Yelong Shen Zhiyu Chen Xinlu Zhang Zekun Li Hong Wang Qian Jing Baolin Peng Yi Mao
+	Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination	2022	Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen
+	Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models	2022	Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen
+	ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion	2022	Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen
+ PDF Chat	Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination	2022	Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen
+ PDF Chat	Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories	2021	Wenlin Yao Xiaoman Pan Lifeng Jin Jianshu Chen Dian Yu Dong Yu
+	Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories	2021	Wenlin Yao Xiaoman Pan Lifeng Jin Jianshu Chen Dian Yu Dong Yu
+	TabFact: A Large-scale Dataset for Table-based Fact Verification	2020	Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang
+	Logical Natural Language Generation from Open-Domain Tables	2020	Wenhu Chen Jianshu Chen Yu Su Zhiyu Chen William Yang Wang
+	Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension	2020	Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu
+	Logical Natural Language Generation from Open-Domain Tables	2020	Wenhu Chen Jianshu Chen Yu Su Zhiyu Chen William Yang Wang
+	On Effective Parallelization of Monte Carlo Tree Search	2020	Anji Liu Yitao Liang Ji Liu Guy Van den Broeck Jianshu Chen
+	Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension	2020	Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu
+	Comprehensive Image Captioning via Scene Graph Decomposition	2020	Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li
+ PDF Chat	Comprehensive Image Captioning via Scene Graph Decomposition	2020	Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li
+	Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge	2020	Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie
+ PDF Chat	A Learning-to-Infer Method for Real-Time Power Grid Multi-Line Outage Identification	2019	Yue Zhao Jianshu Chen H. Vincent Poor
+ PDF Chat	Incorporating Structured Commonsense Knowledge in Story Completion	2019	Jiaao Chen Jianshu Chen Yu Zhou
+	A Learning-to-Infer Method for Real-Time Power Grid Multi-Line Outage Identification	2019	Yue Zhao Jianshu Chen H. Vincent Poor
+ PDF Chat	DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension	2019	Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie
+	DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension.	2019	Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie
+	Improving Question Answering with External Knowledge	2019	Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu
+	Evidence Sentence Extraction for Machine Reading Comprehension	2019	Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David McAllester Dan Roth
+	Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention	2019	Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang
+	From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation	2019	Yu Liu Li Deng Jianshu Chen Chang Wen Chen
+	Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention	2019	Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang
+	Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization	2019	Adithya M. Devraj Jianshu Chen
+	TabFact: A Large-scale Dataset for Table-based Fact Verification	2019	Wenhu Chen Hongmin Wang Jianshu Chen Yun-Kai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang
+	Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach	2019	Shiyang Li Jianshu Chen Dian Yu
+	Evidence Sentence Extraction for Machine Reading Comprehension	2019	Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David McAllester Dan Roth
+	DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension	2019	Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie
+	Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching	2018	Chih‐Kuan Yeh Jianshu Chen Chengzhu Yu Dong Yu
+	Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search	2018	Anji Liu Jianshu Chen Mingze Yu Yu Zhai Zhou Xue-wen Ji Liu
+	ReinforceWalk: Learning to Walk in Graph with Monte Carlo Tree Search	2018	Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao
+	M-Walk: Learning to Walk in Graph with Monte Carlo Tree Search	2018	Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao
+	XL-NBT: A Cross-lingual Neural Belief Tracking Framework	2018	Wenhu Chen Jianshu Chen Yu Su Xin Wang Dong Yu Xifeng Yan William Yang Wang
+	Incorporating Structured Commonsense Knowledge in Story Completion	2018	Jiaao Chen Jianshu Chen Zhou Yu
+	M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search	2018	Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao
+ PDF Chat	XL-NBT: A Cross-lingual Neural Belief Tracking Framework	2018	Wenhu Chen Jianshu Chen Yu Su Xin Wang Dong Yu Xifeng Yan William Yang Wang
+	Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching	2018	Chih‐Kuan Yeh Jianshu Chen Chengzhu Yu Dong Yu
+	Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search	2018	Anji Liu Jianshu Chen Mingze Yu Yu Zhai Zhou Xue-wen Ji Liu
+	Smoothed Dual Embedding Control.	2017	Bo Dai Albert Shaw Lihong Li Lin Xiao Niao He Jianshu Chen Le Song
+	SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation	2017	Bo Dai Albert Shaw Lihong Li Lin Xiao Niao He Zhen Liu Jianshu Chen Le Song
+	A Learning-to-Infer Method for Real-Time Power Grid Topology Identification.	2017	Yue Zhao Jianshu Chen H. Vincent Poor
+ PDF Chat	Character-level deep conflation for business data analytics	2017	Zhe Gan Pardeep Singh Ameet V Joshi Xiaodong He Jianshu Chen Jianfeng Gao Li Deng
+	An Unsupervised Learning Method Exploiting Sequential Output Statistics.	2017	Yü Liu Jianshu Chen Li Deng
+	SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation	2017	Bo Dai Albert Shaw Lihong Li Lin Xiao Niao He Zhen Liu Jianshu Chen Le Song
+	Stochastic Variance Reduction Methods for Policy Evaluation	2017	Simon S. Du Jianshu Chen Lihong Li Lin Xiao Dengyong Zhou
+	Unsupervised Sequence Classification using Sequential Output Statistics	2017	Yu Liu Jianshu Chen Li Deng
+	Character-level Deep Conflation for Business Data Analytics	2017	Zhe Gan Pardeep Singh Ameet V Joshi Xiaodong He Jianshu Chen Jianfeng Gao Li Deng
+	A Learning-to-Infer Method for Real-Time Power Grid Multi-Line Outage Identification	2017	Yue Zhao Jianshu Chen H. Vincent Poor
+	Excess-Risk of Distributed Stochastic Learners	2016	Zaid J. Towfic Jianshu Chen Ali H. Sayed
+	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads.	2016	Ji He Mari Ostendorf Xiaodong He Jianshu Chen Jianfeng Gao Lihong Li Li Deng
+ PDF Chat	Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval	2016	Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward
+	Unsupervised Learning of Predictors from Unpaired Input-Output Samples	2016	Jianshu Chen Po-Sen Huang Xiaodong He Jianfeng Gao Li Deng
+	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads	2016	Ji He Mari Ostendorf Xiaodong He Jianshu Chen Jianfeng Gao Lihong Li Li Deng
+	Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear	2016	Zachary C. Lipton Jianfeng Gao Lihong Li Jianshu Chen Li Deng
+ PDF Chat	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads	2016	Ji He Mari Ostendorf Xiaodong He Jianshu Chen Jianfeng Gao Lihong Li Li Deng
+ PDF Chat	Deep Reinforcement Learning with a Natural Language Action Space	2016	Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf
+	Deep Reinforcement Learning with an Unbounded Action Space.	2015	Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf
+ PDF Chat	A Deep Embedding Model for Co-occurrence Learning	2015	Yelong Shen Ruoming Jin Jianshu Chen Xiaodong He Jianfeng Gao Li Deng
+ PDF Chat	On the Learning Behavior of Adaptive Networks—Part I: Transient Analysis	2015	Jianshu Chen Ali H. Sayed
+ PDF Chat	On the Learning Behavior of Adaptive Networks—Part II: Performance Analysis	2015	Jianshu Chen Ali H. Sayed
+	Deep Sentence Embedding Using the Long Short-Term Memory Networks	2015	Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward
+	Recurrent Reinforcement Learning: A Hybrid Approach	2015	Xiujun Li Lihong Li Jianfeng Gao Xiaodong He Jianshu Chen Li Deng Ji He
+	End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture	2015	Jianshu Chen Ji He Yelong Shen Lin Xiao Xiaodong He Jianfeng Gao Xinying Song Li Deng
+	Deep Reinforcement Learning with a Natural Language Action Space	2015	Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf
+	A Deep Embedding Model for Co-occurrence Learning	2015	Yelong Shen Ruoming Jin Jianshu Chen Xiaodong He Jianfeng Gao Li Deng
+ PDF Chat	Dictionary Learning Over Distributed Models	2014	Jianshu Chen Zaid J. Towfic Ali H. Sayed
+ PDF Chat	Distributed Policy Evaluation Under Multiple Behavior Strategies	2014	Sergio Valcárcel Macua Jianshu Chen Santiago Zazo Ali H. Sayed
+	Semantic Modelling with Long-Short-Term Memory for Information Retrieval	2014	Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward
+	A New Method for Learning Deep Recurrent Neural Networks	2013	Jianshu Chen Li Deng
+ PDF Chat	On distributed online classification in the midst of concept drifts	2013	Zaid J. Towfic Jianshu Chen Ali H. Sayed
+ PDF Chat	Distributed Pareto Optimization via Diffusion Strategies	2013	Jianshu Chen Ali H. Sayed
+	Excess-Risk of Distributed Stochastic Learners	2013	Zaid J. Towfic Jianshu Chen Ali H. Sayed
+ PDF Chat	Cramer-Rao Bounds for Joint RSS/DoA-Based Primary-User Localization in Cognitive Radio Networks	2013	Jun Wang Jianshu Chen Danijela Čabrić
+	A Primal-Dual Method for Training Recurrent Neural Networks Constrained by the Echo-State Property	2013	Jianshu Chen Li Deng
+	On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis	2013	Jianshu Chen Ali H. Sayed
+	On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis	2013	Jianshu Chen Ali H. Sayed
+	Excess-Risk of Distributed Stochastic Learners	2013	Zaid J. Towfic Jianshu Chen Ali H. Sayed
+	Distributed Policy Evaluation Under Multiple Behavior Strategies	2013	Sergio Valcárcel Macua Jianshu Chen Santiago Zazo Ali H. Sayed
+	A New Method for Learning Deep Recurrent Neural Networks.	2013	Jianshu Chen Li Deng
+ PDF Chat	Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks	2012	Jianshu Chen Ali H. Sayed
+	Performance Analysis of the Matrix Pair Beamformer with Matrix Mismatch	2010	Jianshu Chen Jian Wang Xiuming Shan Ning Ge Xiang‐Gen Xia
+	A Multi-Interference-Channel Matrix Pair Beamformer for CDMA Systems	2010	Jian Wang Jianshu Chen Yuan Jian Ning Ge Shuangqing Wei

Common Coauthors

Coauthor	Papers Together
Dong Yu	34
Li Deng	21
Jianfeng Gao	18
Wenlin Yao	16
Xiaodong He	16
Dian Yu	15
Xiaoman Pan	14
Ali H. Sayed	13
Yelong Shen	12
Wenhu Chen	9
Ji He	8
Dian Yu	8
Mari Ostendorf	6
Kaiqiang Song	6
Kai Sun	6
Claire Cardie	6
William Yang Wang	6
Lihong Li	6
Xiaoyang Wang	6
Zaid J. Towfic	5
Hongming Zhang	5
Xifeng Yan	5
Hongming Zhang	5
Xinying Song	4
H. Vincent Poor	4
Po-Sen Huang	4
Yu Su	4
Yuqing Guo	3
Rabab Ward	3
Yue Zhao	3
Lin Xiao	3
Yejin Choi	3
Niao He	3
Le Song	3
Heng Ji	3
Bo Dai	3
Albert Shaw	3
Hamid Palangi	3
Zhiyu Chen	3
Anji Liu	3
Yaser Yacoob	2
Fuxiao Liu	2
Xiang Yue	2
Zhenhailong Wang	2
Ning Ge	2
Chih‐Kuan Yeh	2
Dan Roth	2
Zhou Xue-wen	2
Jianfeng Gao	2
Pei Chen	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	10
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	10
+ PDF Chat	Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks	2012	Jianshu Chen Ali H. Sayed	9
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	9
+ PDF Chat	Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization	2010	S. Sundhar Ram A. Nedić Venugopal V. Veeravalli	8
+ PDF Chat	Performance Limits for Distributed Estimation Over LMS Adaptive Networks	2012	Xiaochuan Zhao Ali H. Sayed	8
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	7
+ PDF Chat	Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication	2012	Soummya Kar José M. F. Moura Kavita Ramanan	7
+ PDF Chat	Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs	2011	Soummya Kar José M. F. Moura	7
+ PDF Chat	Learning to Win by Reading Manuals in a Monte-Carlo Framework	2012	S. R. K. Branavan David Silver Regina Barzilay	6
+ PDF Chat	TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension	2017	Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer	6
+ PDF Chat	Diffusion Adaptation Over Networks	2014	Ali H. Sayed	6
+ PDF Chat	SQuAD: 100,000+ Questions for Machine Comprehension of Text	2016	Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang	6
+	The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations	2016	Felix Hill Antoine Bordes Sumit Chopra Jason Weston	6
+	Monte Carlo sampling methods using Markov chains and their applications	1970	W. Keith Hastings	6
+ PDF Chat	Gossip Algorithms for Distributed Signal Processing	2010	Alexandros G. Dimakis Soummya Kar José M. F. Moura Michael Rabbat Anna Scaglione	6
+ PDF Chat	Performance of a Distributed Stochastic Approximation Algorithm	2013	Pascal Bianchi Gersende Fort Walid Hachem	6
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	6
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	6
+ PDF Chat	Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems	2015	Tsung-Hsien Wen Milica Gašić Nikola Mrkšić Pei-Hao Su David Vandyke Steve Young	6
+	A large annotated corpus for learning natural language inference	2015	Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning	5
+ PDF Chat	RACE: Large-scale ReAding Comprehension Dataset From Examinations	2017	Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard Hovy	5
+ PDF Chat	The NarrativeQA Reading Comprehension Challenge	2018	Tomáš Kočiský Jonathan Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette	5
+	A Network-based End-to-End Trainable Task-oriented Dialogue System	2017	Tsung-Hsien Wen David Vandyke Nikola Mrkšić Milica Gašić Lina M. Rojas Barahona Pei-Hao Su Stefan Ultes Steve Young	5
+	A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories	2016	Nasrin Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen	5
+ PDF Chat	CoQA: A Conversational Question Answering Challenge	2019	Siva Reddy Danqi Chen Christopher D. Manning	5
+ PDF Chat	Distributed Pareto Optimization via Diffusion Strategies	2013	Jianshu Chen Ali H. Sayed	5
+	Know What You Don’t Know: Unanswerable Questions for SQuAD	2018	Pranav Rajpurkar Robin Jia Percy Liang	5
+ PDF Chat	Read + Verify: Machine Reading Comprehension with Unanswerable Questions	2019	Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Dongsheng Li	5
+ PDF Chat	Distributed Random Projection Algorithm for Convex Optimization	2013	Soomin Lee Angelia Nedić	5
+ PDF Chat	Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks	2012	Sheng-Yuan Tu Ali H. Sayed	5
+ PDF Chat	On the Learning Behavior of Adaptive Networks—Part I: Transient Analysis	2015	Jianshu Chen Ali H. Sayed	5
+ PDF Chat	Distributed Policy Evaluation Under Multiple Behavior Strategies	2014	Sergio Valcárcel Macua Jianshu Chen Santiago Zazo Ali H. Sayed	5
+ PDF Chat	Fastest Mixing Markov Chain on a Graph	2004	Stephen Boyd Persi Diaconis Lin Xiao	5
+ PDF Chat	DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension	2019	Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie	5
+ PDF Chat	ConceptNet 5.5: An Open Multilingual Graph of General Knowledge	2017	Robert E. Speer Joshua Chin Catherine Havasi	4
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	4
+	Continuous control with deep reinforcement learning	2016	Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel Nicolas Heess Tom Erez Yuval Tassa David Silver Daan Wierstra	4
+	SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine	2017	Matthew Dunn Levent Sagun Mike Higgins V. Uğur Güney Volkan Cirik Kyunghyun Cho	4
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	4
+ PDF Chat	Efficient and Robust Question Answering from Minimal Context over Documents	2018	Sewon Min Victor W. Zhong Richard Socher Caiming Xiong	4
+ PDF Chat	On the Learning Behavior of Adaptive Networks—Part II: Performance Analysis	2015	Jianshu Chen Ali H. Sayed	4
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	4
+	GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018	Alex Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel Bowman	4
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	4
+ PDF Chat	Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data	2012	Xiaochuan Zhao Sheng-Yuan Tu Ali H. Sayed	4
+ PDF Chat	Learning Dependency-Based Compositional Semantics	2012	Percy Liang Michael I. Jordan Dan Klein	4
+ PDF Chat	Object Hallucination in Image Captioning	2018	Anna Rohrbach Lisa Anne Hendricks Kaylee Burns Trevor Darrell Kate Saenko	4
+ PDF Chat	QuAC: Question Answering in Context	2018	Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer	4
+	Proximal Policy Optimization Algorithms	2017	John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov	4