Jianfeng Gao

ACM Trans. Inf. Syst., 2020

Few-Shot Named Entity Recognition: A Comprehensive Study.

[BibT_eX]

[DOI]

CoRR, 2020

Self-supervised Pre-training with Hard Examples Improves Visual Representations.

[BibT_eX]

[DOI]

CoRR, 2020

MiniVLM: A Smaller and Faster Vision-Language Model.

[BibT_eX]

[DOI]

CoRR, 2020

Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language.

[BibT_eX]

[DOI]

CoRR, 2020

Overview of the Ninth Dialog System Technology Challenge: DSTC9.

[BibT_eX]

[DOI]

CoRR, 2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.

[BibT_eX]

[DOI]

CoRR, 2020

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Conversational AI with Grounded Text Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Very Deep Transformers for Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2020

Evaluation of Text Generation: A Survey.

[BibT_eX]

[DOI]

Asli Celikyilmaz

Elizabeth Clark

CoRR, 2020

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training.

[BibT_eX]

[DOI]

CoRR, 2020

Novel Human-Object Interaction Detection via Adversarial Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2020

SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model.

[BibT_eX]

[DOI]

CoRR, 2020

Data Augmentation for Spoken Language Understanding via Pretrained Models.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Training for Large Neural Language Models.

[BibT_eX]

[DOI]

CoRR, 2020

Guided Dialog Policy Learning without Adversarial Learning in the Loop.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-View Learning for Vision-and-Language Navigation.

[BibT_eX]

[DOI]

CoRR, 2020

The Design and Implementation of XiaoIce, an Empathetic Social Chatbot.

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

Few-Shot Generative Conversational Query Rewriting.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Recent Advances in Conversational Information Retrieval.

[BibT_eX]

[DOI]

Chenyan Xiong

Paul Bennett

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Sequential Attention GAN for Interactive Image Editing.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Feature Quantization Improves GAN Training.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Mapping natural-language problems to formal-language solutions using structured neural representations.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

RaCT: Toward Amortized Ranking-Critical Training For Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

On the Variance of the Adaptive Learning Rate and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

RMM: A Recursive Mental Model for Dialog Navigation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Few-shot Natural Language Generation for Task-Oriented Dialog.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Understanding the Difficulty of Training Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Guided Dialogue Policy Learning without Adversarial Learning in the Loop.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

MIND: A Large-scale Dataset for News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Unified Vision-Language Pre-Training for Image Captioning and VQA.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Complementary Auxiliary Classifiers for Label-Conditional Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

PIQA: Reasoning about Physical Commonsense in Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Neural Approaches to Conversational AI.

[BibT_eX]

[DOI]

Michel Galley

Lihong Li

Found. Trends Inf. Retr., 2019

The Eighth Dialog System Technology Challenge.

[BibT_eX]

[DOI]

CoRR, 2019

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator.

[BibT_eX]

[DOI]

CoRR, 2019

HUBERT Untangles BERT to Improve Transfer across NLP Tasks.

[BibT_eX]

[DOI]

CoRR, 2019

Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving.

[BibT_eX]

[DOI]

CoRR, 2019

Natural- to formal-language generation using Tensor Product Representations.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators.

[BibT_eX]

[DOI]

CoRR, 2019

A Hybrid Neural Network Model for Commonsense Reasoning.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Amortized Ranking-Critical Training for Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding.

[BibT_eX]

[DOI]

CoRR, 2019

Consistent Dialogue Generation with Self-supervised Feature Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Dialog System Technology Challenge 7.

[BibT_eX]

[DOI]

R. Chulaka Gunasekara

Walter S. Lasecki

Jonathan K. Kummerfeld

CoRR, 2019

Unified Language Model Pre-training for Natural Language Understanding and Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Jointly Optimizing Diversity and Relevance in Neural Response Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Towards an Open-Doman Dialog System.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Adversarial Domain Adaptation for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Robust Navigation with Language Pretraining and Stochastic Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

TIGEr: Text-to-Image Grounding for Image Caption Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Structuring Latent Spaces for Stylized Response Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Implicit Deep Latent Variable Models for Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Object-Driven Text-To-Image Synthesis via Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

StoryGAN: A Sequential Conditional GAN for Story Visualization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation.

[BibT_eX]

[DOI]

Siddhartha S. Srinivasa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Hybrid Retrieval-Generation Neural Conversation Model.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain.

[BibT_eX]

[DOI]

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Budgeted Policy Learning for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling.

[BibT_eX]

[DOI]

Vighnesh Leonardo Shiv

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-Task Deep Neural Networks for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ConvLab: Multi-Domain End-to-End Dialog System Platform.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Sequential Attention GAN for Interactive Image Editing via Dialogue.

[BibT_eX]

[DOI]

CoRR, 2018

A bird's-eye view on coherence, and a worm's-eye view on cohesion.

[BibT_eX]

[DOI]

CoRR, 2018

ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2018

Stochastic Answer Networks for SQuAD 2.0.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-Task Learning for Machine Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2018

Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2018

The Neural Painter: Multi-Turn Image Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Stochastic Answer Networks for Natural Language Inference.

[BibT_eX]

[DOI]

Xiaodong Liu

Kevin Duh

CoRR, 2018

Integrating planning for task-completion dialogue policy learning.

[BibT_eX]

[DOI]

CoRR, 2018

Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Discourse-Aware Neural Rewards for Coherent Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

ReinforceWalk: Learning to Walk in Graph with Monte Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Subgoal Discovery for Hierarchical Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Language-Based Image Editing With Recurrent Attentive Models.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Stochastic Answer Networks for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

A Knowledge-Grounded Neural Conversation Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Towards Human-level Machine Reading Comprehension: Reasoning and Inference with Multiple Strategies.

[BibT_eX]

[DOI]

CoRR, 2017

Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2017

End-to-End Task-Completion Neural Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2017

Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

ReasoNet: Learning to Stop Reading in Machine Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation.

[BibT_eX]

[DOI]

Georgios P. Spithourakis

Lucy Vanderwende

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

End-to-End Task-Completion Neural Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Open-Domain Neural Dialogue Systems.

[BibT_eX]

[DOI]

Yun-Nung Chen

Proceedings of the IJCNLP 2017, Taipei, Taiwan, November 27, 2017

TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

End-to-end joint learning of natural language understanding and dialogue manager.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Character-level deep conflation for business data analytics.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Semantic Compositional Networks for Visual Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

StyleNet: Generating Attractive Visual Captions with Styles.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Context Modeling for Web Query Entity Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Nested Attention Neural Hybrid Model for Grammatical Error Correction.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Basic Reasoning with Tensor Product Representations.

[BibT_eX]

[DOI]

CoRR, 2016

Implicit ReasoNet: Modeling Large-Scale Structured Relationships with Shared Memory.

[BibT_eX]

[DOI]

CoRR, 2016

Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking.

[BibT_eX]

[DOI]

CoRR, 2016

Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear.

[BibT_eX]

[DOI]

CoRR, 2016

A User Simulator for Task-Completion Dialogues.

[BibT_eX]

[DOI]

CoRR, 2016

A Persona-Based Neural Conversation Model.

[BibT_eX]

[DOI]

CoRR, 2016

Reasoning in Vector Space: An Exploratory Study of Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Unsupervised Learning of Predictors from Unpaired Input-Output Samples.

[BibT_eX]

[DOI]

CoRR, 2016

Query Understanding for Search on All Devices at WSDM 2016.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Syntax or semantics? knowledge-guided joint semantic frame parsing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Learning for Efficient Supervised Query Expansion via Two-stage Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Cognitive Computation: Integrating neural and symbolic approaches 2016 co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016

A Diversity-Promoting Objective Function for Neural Conversation Models.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Interpreting the prediction process of a deep network constructed from supervised topic models.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep Reinforcement Learning for Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Bi-directional Attention with Agreement for Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

MS-Celeb-1M: Challenge of Recognizing One Million Celebrities in the Real World.

[BibT_eX]

[DOI]

Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Stacked Attention Networks for Image Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Persona-Based Neural Conversation Model.

[BibT_eX]

[DOI]

Jiwei Li

Michel Galley

Chris Brockett

Georgios P. Spithourakis

William B. Dolan

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Deep Reinforcement Learning with a Natural Language Action Space.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Embedding Entities and Relations for Learning and Inference in Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2015

Recurrent Reinforcement Learning: A Hybrid Approach.

[BibT_eX]

[DOI]

CoRR, 2015

Deep Reinforcement Learning with an Unbounded Action Space.

[BibT_eX]

[DOI]

CoRR, 2015

End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation.

[BibT_eX]

[DOI]

CoRR, 2015

End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Deep Learning and Continuous Representations for Natural Language Processing.

[BibT_eX]

[DOI]

Wen-tau Yih

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A Deep Embedding Model for Co-occurrence Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

From captions to visual concepts and back.

[BibT_eX]

[DOI]

Hao Fang

Saurabh Gupta

Forrest N. Iandola

Rupesh Kumar Srivastava

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets.

[BibT_eX]

[DOI]

2014

Learning Multi-Relational Semantics Using Neural-Embedding Models.

[BibT_eX]

[DOI]

CoRR, 2014

Semantic Modelling with Long-Short-Term Memory for Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2014

Learning semantic representations using convolutional neural networks for web search.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Modeling Interestingness with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Large-scale Expected BLEU Training of Phrase-based Reordering Models.

[BibT_eX]

[DOI]

Michael Auli

Michel Galley

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Minimum Translation Modeling with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Learning Continuous Phrase Representations for Translation Modeling.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Decoder Integration and Expected BLEU Training for Recurrent Neural Network Language Models.

[BibT_eX]

[DOI]

Michael Auli

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Online Classification Using a Voted RDA Method.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Learning Semantic Representations for the Phrase Translation Model.

[BibT_eX]

[DOI]

CoRR, 2013

Query expansion using path-constrained random walks.

[BibT_eX]

[DOI]

Gu Xu

Jinxi Xu

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Beyond Left-to-Right: Multiple Decomposition Structures for SMT.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Training MRF-Based Phrase Translation Models using Gradient Ascent.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

End-to-end learning of parsing models for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Deep stacking networks for information retrieval.

[BibT_eX]

[DOI]

Li Deng

Proceedings of the IEEE International Conference on Acoustics, 2013

Learning deep structured semantic models for web search using clickthrough data.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Modeling click-through based word-pairs for web search.

[BibT_eX]

[DOI]

Jagadeesh Jagarlamudi

Proceedings of the 21st World Wide Web Conference, 2012

MSR SPLAT, a language analysis toolkit.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

A Unified Approach to Transliteration-based Text Input with Online Spelling Correction.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Learning Lexicon Models from Search Logs for Query Expansion.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Combining Signals for Cross-Lingual Relevance Feedback.

[BibT_eX]

[DOI]

Kristen Parton

Proceedings of the Information Retrieval Technology, 2012

Translingual Mining from Text Data.

[BibT_eX]

[DOI]

Guihong Cao

Proceedings of the Mining Text Data, 2012

2011

Clickthrough-based latent semantic models for web search.

[BibT_eX]

[DOI]

Kristina Toutanova

Wen-tau Yih

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Domain Adaptation via Pseudo In-Domain Data Selection.

[BibT_eX]

[DOI]

Amittai Axelrod

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010

Adapting boosting for information retrieval measures.

[BibT_eX]

[DOI]

Qiang Wu

Christopher J. C. Burges

Krysta M. Svore

Inf. Retr., 2010

Optimizing two stage bigram language models for IR.

[BibT_eX]

[DOI]

Sara Javanmardi

Kuansan Wang

Proceedings of the 19th International Conference on World Wide Web, 2010

Exploring web scale language models for search query processing.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Multi-style language model for web scale information retrieval.

[BibT_eX]

[DOI]

Kuansan Wang

Xiaolong Li

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

The MSRA machine translation system for IWSLT 2010.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

A Large Scale Ranker-Based System for Search Query Spelling Correction.

[BibT_eX]

[DOI]

Proceedings of the COLING 2010, 2010

A comparison of unsupervised methods for Part-of-Speech Tagging in Chinese.

[BibT_eX]

[DOI]

Alex Cheng

Fei Xia

Proceedings of the COLING 2010, 2010

Clickthrough-based translation models for web search: from word models to phrase models.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Learning Phrase-Based Spelling Error Models from Clickthrough Data.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

Improved Monolingual Hypothesis Alignment for Machine Translation System Combination.

[BibT_eX]

[DOI]

ACM Trans. Asian Lang. Inf. Process., 2009

Smoothing clickthrough data for web search ranking.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Discovery of Term Variation in Japanese Web Search Queries.

[BibT_eX]

[DOI]

Xiao Li

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Model Adaptation via Model Interpolation and Boosting for Web Search Ranking.

[BibT_eX]

[DOI]

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008

Selecting good expansion terms for pseudo-relevance feedback.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A Web-based English Proofing System for English as a Second Language Users.

[BibT_eX]

[DOI]

Xing Yi

William B. Dolan

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Using Contextual Speller Techniques and Language Modeling for ESL Error Correction.

[BibT_eX]

[DOI]

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems.

[BibT_eX]

[DOI]

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

A comparison of Bayesian estimators for unsupervised Hidden Markov Model POS taggers.

[BibT_eX]

[DOI]

Mark Johnson

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the COLING 2008, 2008

2007

A system to mine large-scale bilingual dictionaries from monolingual web pages.

[BibT_eX]

[DOI]

Guihong Cao

Proceedings of Machine Translation Summit XI: Papers, 2007

Scalable training of L<sup>1</sup>-regularized log-linear models.

[BibT_eX]

[DOI]

Galen Andrew

Proceedings of the Machine Learning, 2007

Compressing Trigram Language Models With Golomb Coding.

[BibT_eX]

[DOI]

Kenneth Church

Ted Hart

Proceedings of the EMNLP-CoNLL 2007, 2007

Extending query translation to cross-language query expansion with markov chain models.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

2006

An empirical study on language model adaptation.

[BibT_eX]

[DOI]

Wei Yuan

ACM Trans. Asian Lang. Inf. Process., 2006

Statistical query translation models for cross-language information retrieval.

[BibT_eX]

[DOI]

Ming Zhou

ACM Trans. Asian Lang. Inf. Process., 2006

A study of statistical models for query translation: finding a good unit of translation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

An Information-Theoretic Approach to Automatic Evaluation of Summaries.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

A Comparative Study of Discriminative Methods for Reranking LVCSR N-Best Hypotheses in Domain Adaptation and Generalization.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Automatic Acquisition of Chinese-English Parallel Corpus from the Web.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2006

A Supervised Learning Approach to Entity Search.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2006

A DOM Tree Alignment Model for Mining Parallel Data from the Web.

[BibT_eX]

[DOI]

Proceedings of the ACL 2006, 2006

Approximation Lasso Methods for Language Modeling.

[BibT_eX]

[DOI]

Bin Yu

Proceedings of the ACL 2006, 2006

2005

Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach.

[BibT_eX]

[DOI]

Comput. Linguistics, 2005

Linear discriminant model for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

A Comparative Study on Language Model Adaptation Techniques Using New Evaluation Metrics.

[BibT_eX]

[DOI]

Proceedings of the HLT/EMNLP 2005, 2005

Minimum Sample Risk Methods for Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the HLT/EMNLP 2005, 2005

Transformation Based Chinese Entity Detection and Tracking.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Republic of Korea, October 11-13, 2005, 2005

An Empirical Study on Language Model Adaptation Using a Metric of Domain Similarity.

[BibT_eX]

[DOI]

Wei Yuan

Proceedings of the Natural Language Processing, 2005

Person resolution in person search results: WebHawk.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004

Introduction to the special issue on statistical language modeling.

[BibT_eX]

[DOI]

Chin-Yew Lin

ACM Trans. Asian Lang. Inf. Process., 2004

Dependence language model for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

The Use of SVM for Chinese New Word Identification.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing, 2004

Long Distance Dependency in Language Modeling: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing, 2004

Adaptive Chinese Word Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

Chinese Chunking with Another Type of Spec.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Chinese Language Processing, 2004

A Semi-Supervised Approach to Build Annotated Corpus for Chinese Named Entity Recognition.

[BibT_eX]

[DOI]

Xiaoshan Fang

Huanye Sheng

Proceedings of the Third Workshop on Chinese Language Processing, 2004

2003

A Class-based Language Model Approach to Chinese Named Entity Identification.

[BibT_eX]

[DOI]

Jian Sun

Ming Zhou

Int. J. Comput. Linguistics Chin. Lang. Process., 2003

Training data optimization for language model adaptation.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Unsupervised Learning of Dependency Structure for Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Improved Source-Channel Models for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Mu Li

Changning Huang

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Single Character Chinese Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Chinese Language Processing, 2003

Unsupervised Training for Overlapping Ambiguity Resolution in Chinese Word Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Chinese Language Processing, 2003

2002

Toward a unified approach to statistical language modeling for Chinese.

[BibT_eX]

[DOI]

ACM Trans. Asian Lang. Inf. Process., 2002

Improving Encarta Search Engine Performance by Mining User Logs.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2002

Resolving query translation ambiguity using a decaying co-occurrence model and syntactic dependence relations.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

NTCIR-3 CLIR Experiments at MSRA.

[BibT_eX]

[DOI]

Hongzhao He

Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Exploiting Headword Dependency and Predictive Clustering for Language Modeling.

[BibT_eX]

[DOI]

Yang Wen

Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002

Chinese Named Entity Identification Using Class-based Language Model.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Computational Linguistics, 2002

Improving Language Model Size Reduction using Better Pruning Criteria.

[BibT_eX]

[DOI]

Min Zhang

Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

Exploring Asymmetric Clustering for Statistical Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

Finding the Better Indexing units for Chinese Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Chinese Language Processing, 2002

2001

Improving the Effectiveness of Information Retrieval with Clustering and Fusion.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Chin. Lang. Process., 2001

The Use of Clustering Techniques for Language Modeling-Application to Asian Language.

[BibT_eX]

[DOI]