Publications (44)
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Bhuwan Dhingra, Lihong Li, Xiujun Li +4
Learning Input and Recurrent Weight Matrices in Echo State Networks
Hamid Palangi, Li Deng, Rabab K Ward
Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear
Zachary C. Lipton, Kamyar Azizzadenesheli, Abhishek Kumar +3
Character-level Deep Conflation for Business Data Analytics
Zhe Gan, P. D. Singh, Ameet Joshi +4
Basic Reasoning with Tensor Product Representations
Paul Smolensky, Moontae Lee, Xiaodong He +3
Unsupervised Sequence Classification using Sequential Output Statistics
Yu Liu, Jianshu Chen, Li Deng
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
Zachary C. Lipton, Xiujun Li, Jianfeng Gao +3
Attentive Tensor Product Learning
Qiuyuan Huang, Li Deng, Dapeng Wu +2
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub, Po-Sen Huang, Xiaodong He +1
Diffusion-limited aggregation with polygon particles
Li Deng, Yanting Wang, Zhong-Can Ou-Yang
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Payal Bajaj, Daniel Campos, Nick Craswell +12
Discovering the Sky at the Longest Wavelengths with Small Satellite Constellations
Xuelei Chen, Jack Burns, Leon Koopmans +29
A Neural-Symbolic Approach to Design of CAPTCHA
Qiuyuan Huang, Paul Smolensky, Xiaodong He +2
Question-Answering with Grammatically-Interpretable Representations
Hamid Palangi, Paul Smolensky, Xiaodong He +1
Learning Semantic Representations for the Phrase Translation Model
Jianfeng Gao, Xiaodong He, Wen-tau Yih +1
Deep Reinforcement Learning with a Natural Language Action Space
Ji He, Jianshu Chen, Xiaodong He +4
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
Zachary Lipton, Xiujun Li, Jianfeng Gao +3
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola +9
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
Jianshu Chen, Ji He, Yelong Shen +5
Sequence Modeling via Segmentations
Chong Wang, Yining Wang, Po-Sen Huang +3
End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager
Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tur +4
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
Hamid Palangi, Li Deng, Yelong Shen +5
Stacked Attention Networks for Image Question Answering
Zichao Yang, Xiaodong He, Jianfeng Gao +2
Joint Learning of Distributed Representations for Images and Texts
Xiaodong He, Rupesh Srivastava, Jianfeng Gao +1
Scaffolding Networks: Incremental Learning and Teaching Through Questioning
Asli Celikyilmaz, Li Deng, Lihong Li +1
Bi-directional Attention with Agreement for Dependency Parsing
Hao Cheng, Hao Fang, Xiaodong He +2
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks
Yun-Nung Chen, Dilek Hakkani-Tur, Gokhan Tur +3
Unsupervised Learning of Predictors from Unpaired Input-Output Samples
Jianshu Chen, Po-Sen Huang, Xiaodong He +2
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Wen-tau Yih, Xiaodong He +2
A Deep Embedding Model for Co-occurrence Learning
Yelong Shen, Ruoming Jin, Jianshu Chen +3
Learning Multi-Relational Semantics Using Neural-Embedding Models
Bishan Yang, Wen-tau Yih, Xiaodong He +2
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
Ji He, Mari Ostendorf, Xiaodong He +4
Language Models for Image Captioning: The Quirks and What Works
Jacob Devlin, Hao Cheng, Hao Fang +5
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval
Li Deng, Shuo Zhang, Krisztian Balog
Tensor Product Generation Networks for Deep NLP Modeling
Qiuyuan Huang, Paul Smolensky, Xiaodong He +2
Towards Neural Phrase-based Machine Translation
Po-Sen Huang, Chong Wang, Sitao Huang +2
Reasoning in Vector Space: An Exploratory Study of Question Answering
Moontae Lee, Xiaodong He, Wen-tau Yih +3
Semantic Compositional Networks for Visual Captioning
Zhe Gan, Chuang Gan, Xiaodong He +5
A Primal-Dual Method for Training Recurrent Neural Networks Constrained by the Echo-State Property
Jianshu Chen, Li Deng
Distributed Compressive Sensing: A Deep Learning Approach
Hamid Palangi, Rabab Ward, Li Deng
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation
Yu Liu, Li Deng, Jianshu Chen +1
Time Domain Computation of a Nonlinear Nonlocal Cochlear Model with Applications to Multitone Interaction in Hearing
Jack Xin, Yingyong Qi, Li Deng
Second Order Necessary Conditions for Optimal Control Problems on Riemannian Manifolds
Qing Cui, Li Deng, Xu Zhang
Intrinsic Defect Formation in Peptide Self-Assembly
Li Deng, Yurong Zhao, Hai Xu +1