Jianfeng Gao
Affiliations:- Microsoft Research, Redmond, WA, USA
According to our database1,
Jianfeng Gao
authored at least 457 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2023, "For contributions to machine learning for web search, natural language processing, and conversational systems".
Timeline
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Bibliography
2024
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering.
Trans. Assoc. Comput. Linguistics, 2024
Found. Trends Comput. Graph. Vis., 2024
Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts.
CoRR, 2024
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language Models.
CoRR, 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs.
CoRR, 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once.
CoRR, 2024
CoRR, 2024
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging.
CoRR, 2024
CoRR, 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.
CoRR, 2024
CoRR, 2024
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
2023
Patterns, April, 2023
The Information Retrieval Series 44, Springer, ISBN: 978-3-031-23079-0, 2023
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN.
Trans. Assoc. Comput. Linguistics, 2023
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation.
CoRR, 2023
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing.
CoRR, 2023
CoRR, 2023
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks.
CoRR, 2023
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys.
CoRR, 2023
MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V, Bard, and Other Large Multimodal Models.
CoRR, 2023
CoRR, 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.
CoRR, 2023
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing.
ACM Trans. Comput. Heal., 2022
Found. Trends Comput. Graph. Vis., 2022
ACM Comput. Surv., 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages.
CoRR, 2022
CoRR, 2022
CoRR, 2022
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals.
CoRR, 2022
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer.
CoRR, 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.
CoRR, 2022
Neurocompositional Computing: From the Central Paradox of Cognition to a New Generation of AI Systems.
AI Mag., 2022
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Trans. Assoc. Comput. Linguistics, 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
CoRR, 2021
Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
ACM Trans. Inf. Syst., 2020
CoRR, 2020
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language.
CoRR, 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.
CoRR, 2020
VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training.
CoRR, 2020
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training.
CoRR, 2020
CoRR, 2020
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model.
CoRR, 2020
CoRR, 2020
Comput. Linguistics, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
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.
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Mapping natural-language problems to formal-language solutions using structured neural representations.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-Training.
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.
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.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
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.
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.
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.
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.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator.
CoRR, 2019
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving.
CoRR, 2019
CoRR, 2019
Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators.
CoRR, 2019
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding.
CoRR, 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
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.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.
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.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension.
CoRR, 2018
CoRR, 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models.
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.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
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.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Towards Human-level Machine Reading Comprehension: Reasoning and Inference with Multiple Strategies.
CoRR, 2017
Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.
CoRR, 2017
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems.
CoRR, 2017
Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the IJCNLP 2017, Taipei, Taiwan, November 27, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
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.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
CoRR, 2016
Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking.
CoRR, 2016
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.
CoRR, 2016
CoRR, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
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
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
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Interpreting the prediction process of a deep network constructed from supervised topic models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
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.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
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.
CoRR, 2015
End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation.
CoRR, 2015
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
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.
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.
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
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base.
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.
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
2014
Learning semantic representations using convolutional neural networks for web search.
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
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.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
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.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Proceedings of the 21st World Wide Web Conference, 2012
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.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the Information Retrieval Technology, 2012
2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the COLING 2010, 2010
Clickthrough-based translation models for web search: from word models to phrase models.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the ACL 2010, 2010
2009
Improved Monolingual Hypothesis Alignment for Machine Translation System Combination.
ACM Trans. Asian Lang. Inf. Process., 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems.
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.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation.
Proceedings of the COLING 2008, 2008
2007
Proceedings of Machine Translation Summit XI: Papers, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the EMNLP-CoNLL 2007, 2007
Extending query translation to cross-language query expansion with markov chain models.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing.
Proceedings of the ACL 2007, 2007
2006
ACM Trans. Asian Lang. Inf. Process., 2006
ACM Trans. Asian Lang. Inf. Process., 2006
A study of statistical models for query translation: finding a good unit of translation.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
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.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Advances in Information Retrieval, 2006
Proceedings of the Information Retrieval Technology, 2006
Proceedings of the ACL 2006, 2006
2005
Comput. Linguistics, 2005
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.
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Republic of Korea, October 11-13, 2005, 2005
Proceedings of the Natural Language Processing, 2005
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
2004
ACM Trans. Asian Lang. Inf. Process., 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the Natural Language Processing, 2004
Proceedings of the Natural Language Processing, 2004
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004
Proceedings of the Third Workshop on Chinese Language Processing, 2004
A Semi-Supervised Approach to Build Annotated Corpus for Chinese Named Entity Recognition.
Proceedings of the Third Workshop on Chinese Language Processing, 2004
2003
Int. J. Comput. Linguistics Chin. Lang. Process., 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003
Proceedings of the Second Workshop on Chinese Language Processing, 2003
Unsupervised Training for Overlapping Ambiguity Resolution in Chinese Word Segmentation.
Proceedings of the Second Workshop on Chinese Language Processing, 2003
2002
ACM Trans. Asian Lang. Inf. Process., 2002
Int. J. Pattern Recognit. Artif. Intell., 2002
Resolving query translation ambiguity using a decaying co-occurrence model and syntactic dependence relations.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, 2002
Proceedings of the 19th International Conference on Computational Linguistics, 2002
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002
Proceedings of the First Workshop on Chinese Language Processing, 2002
2001
Int. J. Comput. Linguistics Chin. Lang. Process., 2001
The Use of Clustering Techniques for Language Modeling-Application to Asian Language.
Int. J. Comput. Linguistics Chin. Lang. Process., 2001
Proceedings of The Tenth Text REtrieval Conference, 2001
Improving Query Translation for Cross-Language Information Retrieval Using Statistical Models.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001
2000
Proceedings of The Ninth Text REtrieval Conference, 2000
Proceedings of the Fifth International Workshop on Information Retrieval with Asian Languages, 2000, Hong Kong, China, September 30, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000