Ming Zhou

Orcid: 0000-0002-2551-2964

Affiliations:
  • langboat.com, Beijing, China
  • Sinovation Ventures, Beijing, China
  • Microsoft Research Asia, Beijing, China (former)
  • Harbin Institute of Technology, China (PhD 1991)


According to our database1, Ming Zhou authored at least 340 papers between 2000 and 2024.

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Bibliography

2024
A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models.
ACM Comput. Surv., March, 2024

HORIZON: High-Resolution Semantically Controlled Panorama Synthesis.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Robust principal component analysis via weighted nuclear norm with modified second-order total variation regularization.
Vis. Comput., August, 2023

Improving task generalization via unified schema prompt.
AI Open, January, 2023

LogiQA 2.0 - An Improved Dataset for Logical Reasoning in Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

2022
Conditional Sentence Generation and Cross-Modal Reranking for Sign Language Translation.
IEEE Trans. Multim., 2022

From LSAT: The Progress and Challenges of Complex Reasoning.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

A Blockchain-Based Anti-Counterfeit and Traceable NBA Digital Trading Card Management System.
Symmetry, 2022

A Secure and Traceable Vehicles and Parts System Based on Blockchain and Smart Contract.
Sensors, 2022

HORIZON: A High-Resolution Panorama Synthesis Framework.
CoRR, 2022

Pre-Training a Graph Recurrent Network for Language Representation.
CoRR, 2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA.
CoRR, 2022

Analytical Reasoning of Text.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

ProQA: Structural Prompt-based Pre-training for Unified Question Answering.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Trace Controlled Text to Image Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

UniXcoder: Unified Cross-Modal Pre-training for Code Representation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
A blockchain-based intelligent anti-switch package in tracing logistics system.
J. Supercomput., 2021

AR-LSAT: Investigating Analytical Reasoning of Text.
CoRR, 2021

BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation.
CoRR, 2021

Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

XGPT: Cross-modal Generative Pre-Training for Image Captioning.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Smart-Start Decoding for Neural Machine Translation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining.
Proceedings of the 38th International Conference on Machine Learning, 2021

GraphCodeBERT: Pre-training Code Representations with Data Flow.
Proceedings of the 9th International Conference on Learning Representations, 2021

Continuous Speech Separation with Conformer.
Proceedings of the IEEE International Conference on Acoustics, 2021

Discovering Representation Sprachbund For Multilingual Pre-Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Jointly Learning to Repair Code and Generate Commit Message.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Control Image Captioning Spatially and Temporally.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Grammar-Based Patches Generation for Automated Program Repair.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

GLGE: A New General Language Generation Evaluation Benchmark.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Learning to Ask Conversational Questions by Optimizing Levenshtein Distance.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CoSQA: 20, 000+ Web Queries for Code Search and Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Joint Learning of Question Answering and Question Generation.
IEEE Trans. Knowl. Data Eng., 2020

A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.
CoRR, 2020

Continuous Speech Separation with Conformer.
CoRR, 2020

A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts.
CoRR, 2020

Pre-training Text Representations as Meta Learning.
CoRR, 2020

Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning.
CoRR, 2020

At Which Level Should We Extract? An Empirical Study on Extractive Document Summarization.
CoRR, 2020

Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories.
CoRR, 2020

STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization.
CoRR, 2020

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation.
CoRR, 2020

XGPT: Cross-modal Generative Pre-Training for Image Captioning.
CoRR, 2020

UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation.
CoRR, 2020

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Semantic Concepts and Temporal Alignment for Narrated Video Procedural Captioning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

TableBank: Table Benchmark for Image-based Table Detection and Recognition.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

LayoutLM: Pre-training of Text and Layout for Document Image Understanding.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

MoBoAligner: A Neural Alignment Model for Non-Autoregressive TTS with Monotonic Boundary Search.
Proceedings of the Interspeech 2020, 2020

Low Latency End-to-End Streaming Speech Recognition with a Scout Network.
Proceedings of the Interspeech 2020, 2020

Semantic Mask for Transformer Based End-to-End Speech Recognition.
Proceedings of the Interspeech 2020, 2020

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training.
Proceedings of the 37th International Conference on Machine Learning, 2020

Self-Adversarial Learning with Comparative Discrimination for Text Generation.
Proceedings of the 8th International Conference on Learning Representations, 2020

Pre-training for Abstractive Document Summarization by Reinstating Source Text.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Scheduled DropHead: A Regularization Method for Transformer Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improving Grammatical Error Correction with Machine Translation Pairs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Neural Deepfake Detection with Factual Structure of Text.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

CodeBERT: A Pre-Trained Model for Programming and Natural Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Machine Reasoning: Technology, Dilemma and Future.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

DocBank: A Benchmark Dataset for Document Layout Analysis.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Unsupervised Fine-tuning for Text Clustering.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Reasoning Over Semantic-Level Graph for Fact Checking.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Improving Neural Machine Translation with Soft Template Prediction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MIND: A Large-scale Dataset for News Recommendation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Curriculum Pre-training for End-to-End Speech Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Simple and Effective Unified Encoder for Document-Level Machine Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Graph Neural News Recommendation with Unsupervised Preference Disentanglement.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Alternating Language Modeling for Cross-Lingual Pre-Training.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Text Generation From Tables.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting.
CoRR, 2019

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training.
CoRR, 2019

Pretraining-Based Natural Language Generation for Text Summarization.
CoRR, 2019

A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots.
Comput. Linguistics, 2019

Improving Question Answering by Commonsense-Based Pre-training.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Effective Soft-Adaptation for Neural Machine Translation.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Knowledge-Aware Conversational Semantic Parsing over Web Tables.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Document-Based Question Answering Improves Query-Focused Multi-document Summarization.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Neural Melody Composition from Lyrics.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Tensorized Transformer for Language Modeling.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 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

Asking Clarification Questions in Knowledge-Based Question Answering.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

BERT-based Lexical Substitution.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Dense Procedure Captioning in Narrated Instructional Videos.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Regularizing Neural Machine Translation by Target-Bidirectional Agreement.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Unsupervised Neural Machine Translation with SMT as Posterior Regularization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Response Generation by Context-Aware Prototype Editing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Dependency-to-Dependency Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Question Generation With Doubly Adversarial Nets.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Response selection from unstructured documents for human-computer conversation systems.
Knowl. Based Syst., 2018

Response selection with topic clues for retrieval-based chatbots.
Neurocomputing, 2018

Text Morphing.
CoRR, 2018

Close to Human Quality TTS with Transformer.
CoRR, 2018

Approximate Distribution Matching for Sequence-to-Sequence Learning.
CoRR, 2018

Style Transfer as Unsupervised Machine Translation.
CoRR, 2018

Read + Verify: Machine Reading Comprehension with Unanswerable Questions.
CoRR, 2018

Regularizing Neural Machine Translation by Target-bidirectional Agreement.
CoRR, 2018

Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study.
CoRR, 2018

Dictionary-Guided Editing Networks for Paraphrase Generation.
CoRR, 2018

Response Generation by Context-aware Prototype Editing.
CoRR, 2018

Achieving Human Parity on Automatic Chinese to English News Translation.
CoRR, 2018

Coarse-To-Fine Learning for Neural Machine Translation.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Improved Neural Machine Translation with Chinese Phonologic Features.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning to Collaborate for Question Answering and Asking.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Generative Bridging Network for Neural Sequence Prediction.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

EventWiki: A Knowledge Base of Major Events.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multiway Attention Networks for Modeling Sentence Pairs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Reinforced Mnemonic Reader for Machine Reading Comprehension.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

What Will Search Engines be Changed by NLP Advancements.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Neural Latent Extractive Document Summarization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Attention-Guided Answer Distillation for Machine Reading Comprehension.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Question Generation from SQL Queries Improves Neural Semantic Parsing.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Visual Question Generation as Dual Task of Visual Question Answering.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bidirectional Generative Adversarial Networks for Neural Machine Translation.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Fluency Boost Learning and Inference for Neural Grammatical Error Correction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Triangular Architecture for Rare Language Translation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Semantic Parsing with Syntax- and Table-Aware SQL Generation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Neural Document Summarization by Jointly Learning to Score and Select Sentences.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Neural Open Information Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Sequential Copying Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Joint Training for Neural Machine Translation Models with Monolingual Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Assertion-Based QA With Question-Aware Open Information Extraction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Hierarchical Recurrent Attention Network for Response Generation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Table-to-Text: Describing Table Region With Natural Language.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Named entity disambiguation for questions in community question answering.
Knowl. Based Syst., 2017

Neural Response Generation with Dynamic Vocabularies.
CoRR, 2017

Content-Based Table Retrieval for Web Queries.
CoRR, 2017

Hierarchical Recurrent Attention Network for Response Generation.
CoRR, 2017

Question Answering and Question Generation as Dual Tasks.
CoRR, 2017

S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension.
CoRR, 2017

Neural Sequence Prediction by Coaching.
CoRR, 2017

Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Neural Question Generation from Text: A Preliminary Study.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Modeling Indicative Context for Statistical Machine Translation.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

An Information Retrieval-Based Approach to Table-Based Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Improved Neural Machine Translation with Source Syntax.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Stack-based Multi-layer Attention for Transition-based Dependency Parsing.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Entity Linking for Queries by Searching Wikipedia Sentences.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Question Generation for Question Answering.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Learning to Generate Product Reviews from Attributes.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Selective Encoding for Abstractive Sentence Summarization.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Sequence-to-Dependency Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Gated Self-Matching Networks for Reading Comprehension and Question Answering.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Chunk-based Decoder for Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

SuperAgent: A Customer Service Chatbot for E-commerce Websites.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Building Task-Oriented Dialogue Systems for Online Shopping.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Topic Aware Neural Response Generation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Sentiment Embeddings with Applications to Sentiment Analysis.
IEEE Trans. Knowl. Data Eng., 2016

Adaptive Multi-Compositionality for Recursive Neural Network Models.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Topic Augmented Neural Response Generation with a Joint Attention Mechanism.
CoRR, 2016

Sequential Match Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots.
CoRR, 2016

Knowledge Enhanced Hybrid Neural Network for Text Matching.
CoRR, 2016

Topic Augmented Neural Network for Short Text Conversation.
CoRR, 2016

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment.
CoRR, 2016

Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model.
CoRR, 2016

Learning Distributed Representations of Data in Community Question Answering for Question Retrieval.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

An Open Domain Topic Prediction Model for Answer Selection.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Solving and Generating Chinese Character Riddles.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

News Stream Summarization using Burst Information Networks.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

A Redundancy-Aware Sentence Regression Framework for Extractive Summarization.
Proceedings of the COLING 2016, 2016

Detecting Context Dependent Messages in a Conversational Environment.
Proceedings of the COLING 2016, 2016

Event Detection with Burst Information Networks.
Proceedings of the COLING 2016, 2016

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.
Proceedings of the COLING 2016, 2016

Constraint-Based Question Answering with Knowledge Graph.
Proceedings of the COLING 2016, 2016

DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Knowledge-Based Semantic Embedding for Machine Translation.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Improving Recommendation of Tail Tags for Questions in Community Question Answering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Jointly Modeling Topics and Intents with Global Order Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

TGSum: Build Tweet Guided Multi-Document Summarization Dataset.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Can You Trust Online Ratings? A Mutual Reinforcement Model for Trustworthy Online Rating Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2015

A Joint Segmentation and Classification Framework for Sentence Level Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Towards Machine Translation in Semantic Vector Space.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2015

Beyond Word-based Language Model in Statistical Machine Translation.
CoRR, 2015

Multi-Document Summarization via Discriminative Summary Reranking.
CoRR, 2015

Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation.
Comput. Linguistics, 2015

A Statistical Parsing Framework for Sentiment Classification.
Comput. Linguistics, 2015

Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Entity Translation with Collective Inference in Knowledge Graph.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

A Hybrid Neural Model for Type Classification of Entity Mentions.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Hierarchical Recurrent Neural Network for Document Modeling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Crowd-Selection Query Processing in Crowdsourcing Databases: A Task-Driven Approach.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Cold-Start Expert Finding in Community Question Answering via Graph Regularization.
Proceedings of the Database Systems for Advanced Applications, 2015

Answering Questions with Complex Semantic Constraints on Open Knowledge Bases.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Efficient Disfluency Detection with Transition-based Parsing.
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

A Dependency-Based Neural Network for Relation Classification.
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

Question Answering over Freebase with Multi-Column Convolutional Neural Networks.
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

Learning Summary Prior Representation for Extractive Summarization.
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

Mining Query Subtopics from Questions in Community Question Answering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Woodpecker: An Automatic Methodology for Machine Translation Diagnosis with Rich Linguistic Knowledge.
J. Inf. Sci. Eng., 2014

Improving search relevance for short queries in community question answering.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Coooolll: A Deep Learning System for Twitter Sentiment Classification.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Answer Extraction with Multiple Extraction Engines for Web-Based Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Joint Relational Embeddings for Knowledge-based Question Answering.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Joint Segmentation and Classification Framework for Sentiment Analysis.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach.
Proceedings of the COLING 2014, 2014

Soft Dependency Matching for Hierarchical Phrase-based Machine Translation.
Proceedings of the COLING 2014, 2014

A Lexicalized Reordering Model for Hierarchical Phrase-based Translation.
Proceedings of the COLING 2014, 2014

SocialTransfer: Transferring Social Knowledge for Cold-Start Cowdsourcing.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Question Retrieval with High Quality Answers in Community Question Answering.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Bilingually-constrained Phrase Embeddings for Machine Translation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Recursive Recurrent Neural Network for Statistical Machine Translation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Learning Topic Representation for SMT with Neural Networks.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Knowledge-Based Question Answering as Machine Translation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Machine Translation with Real-Time Web Search.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Entity Translation Mining from Comparable Corpora: Combining Graph Mapping with Corpus Latent Features.
IEEE Trans. Knowl. Data Eng., 2013

Named entity recognition for tweets.
ACM Trans. Intell. Syst. Technol., 2013

Two-stage NER for tweets with clustering.
Inf. Process. Manag., 2013

The Spoken/Written Language Classification of English Sentences with Bilingual Information.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Answer Extraction from Passage Graph for Question Answering.
Proceedings of the IJCAI 2013, 2013

Efficient Collective Entity Linking with Stacking.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Multi-Domain Adaptation for SMT Using Multi-Task Learning.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Trustable aggregation of online ratings.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

VisualComm: a tool to support communication between deaf and hearing persons with the Kinect.
Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility, 2013

Word Alignment Modeling with Context Dependent Deep Neural Network.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Paraphrasing Adaptation for Web Search Ranking.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Entity Linking for Tweets.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Learning Entity Representation for Entity Disambiguation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Bilingual Data Cleaning for SMT using Graph-based Random Walk.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Co-Training Based Bilingual Sentiment Lexicon Learning.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

The Automated Acquisition of Suggestions from Tweets.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Entity-centric topic-oriented opinion summarization in twitter.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Re-training Monolingual Parser Bilingually for Syntactic SMT.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Forced Derivation Tree based Model Training to Statistical Machine Translation.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation.
Proceedings of the COLING 2012, 2012

Graph-Based Multi-Tweet Summarization using Social Signals.
Proceedings of the COLING 2012, 2012

Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality.
Proceedings of the COLING 2012, 2012

Graph-based collective classification for tweets.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Cross-Lingual Mixture Model for Sentiment Classification.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Joint Inference of Named Entity Recognition and Normalization for Tweets.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

QuickView: NLP-based Tweet Search.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012

Learning Translation Consensus with Structured Label Propagation.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Exacting Social Events for Tweets Using a Factor Graph.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Collective Nominal Semantic Role Labeling for Tweets.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Generating Chinese Classical Poems with Statistical Machine Translation Models.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
QuickView: advanced search of tweets.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Tulsa: web search for writing assistance.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Improving Phrase Extraction via MBR Phrase Scoring and Pruning.
Proceedings of Machine Translation Summit XIII: Papers, 2011

Function Word Generation in Statistical Machine Translation Systems.
Proceedings of Machine Translation Summit XIII: Papers, 2011

A Unified SMT Framework Combining MIRA and MERT.
Proceedings of Machine Translation Summit XIII: Papers, 2011

Statistic Machine Translation Boosted with Spurious Word Deletion.
Proceedings of Machine Translation Summit XIII: Papers, 2011

User-level sentiment analysis incorporating social networks.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Collective Semantic Role Labeling for Tweets with Clustering.
Proceedings of the IJCAI 2011, 2011

Sentence-Level Sentiment Analysis via Sequence Modeling.
Proceedings of the Applied Informatics and Communication - International Conference, 2011

Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Mining entity translations from comparable corpora: a holistic graph mapping approach.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Correcting Verb Selection Errors for ESL with the Perceptron.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Engkoo: Mining the Web for Language Learning.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Recognizing Named Entities in Tweets.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Target-dependent Twitter Sentiment Classification.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Hypothesis Mixture Decoding for Statistical Machine Translation.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Enhancing Semantic Role Labeling for Tweets Using Self-Training.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Exploiting query logs for cross-lingual query suggestions.
ACM Trans. Inf. Syst., 2010

Evaluating the Quality of Web-Mined Bilingual Sentence Pairs.
Int. J. Asian Lang. Process., 2010

Evaluating the Quality of Web-Mined Bilingual Sentences Using Multiple Linguistic Features.
Proceedings of the International Conference on Asian Language Processing, 2010

SRL-Based Verb Selection for ESL.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Improved Discriminative ITG Alignment using Hierarchical Phrase Pairs and Semi-supervised Training.
Proceedings of the COLING 2010, 2010

Semantic Role Labeling for News Tweets.
Proceedings of the COLING 2010, 2010

Collective Semantic Role Labeling on Open News Corpus by Leveraging Redundancy.
Proceedings of the COLING 2010, 2010

Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation.
Proceedings of the COLING 2010, 2010

An Empirical Study on Web Mining of Parallel Data.
Proceedings of the COLING 2010, 2010

Translation Model Generalization using Probability Averaging for Machine Translation.
Proceedings of the COLING 2010, 2010

Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems.
Proceedings of the COLING 2010, 2010

An Empirical Study on Learning to Rank of Tweets.
Proceedings of the COLING 2010, 2010

Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems.
Proceedings of the COLING 2010, 2010

Discriminative Pruning for Discriminative ITG Alignment.
Proceedings of the ACL 2010, 2010

A Joint Rule Selection Model for Hierarchical Phrase-Based Translation.
Proceedings of the ACL 2010, 2010

2009
Generating Chinese Couplets and Quatrain Using a Statistical Approach.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Better Synchronous Binarization for Machine Translation.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

The Feature Subspace Method for SMT System Combination.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Joint Ranking for Multilingual Web Search.
Proceedings of the Advances in Information Retrieval, 2009

Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders.
Proceedings of the ACL 2009, 2009

Mining Bilingual Data from the Web with Adaptively Learnt Patterns.
Proceedings of the ACL 2009, 2009

Exploiting Bilingual Information to Improve Web Search.
Proceedings of the ACL 2009, 2009

2008
An Empirical Study in Source Word Deletion for Phrase-Based Statistical Machine Translation.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points.
Proceedings of the COLING 2008, 2008

Generating Chinese Couplets using a Statistical MT Approach.
Proceedings of the COLING 2008, 2008

Using English information in non-English web search.
Proceedings of the Proceeding of the 2nd ACM workshop on Improving Non English Web Searching, 2008

Combining Multiple Resources to Improve SMT-based Paraphrasing Model.
Proceedings of the ACL 2008, 2008

Measure Word Generation for English-Chinese SMT Systems.
Proceedings of the ACL 2008, 2008

2007
Cross-lingual query suggestion using query logs of different languages.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Detection of Non-Native Sentences Using Machine-Translated Training Data.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Learning Question Paraphrases for QA from Encarta Logs.
Proceedings of the IJCAI 2007, 2007

Named Entity Translation with Web Mining and Transliteration.
Proceedings of the IJCAI 2007, 2007

Phrase Reordering Model Integrating Syntactic Knowledge for SMT.
Proceedings of the EMNLP-CoNLL 2007, 2007

Improving Query Spelling Correction Using Web Search Results.
Proceedings of the EMNLP-CoNLL 2007, 2007

Detecting Erroneous Sentences using Automatically Mined Sequential Patterns.
Proceedings of the ACL 2007, 2007

A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation.
Proceedings of the ACL 2007, 2007

Mining Sequential Patterns and Tree Patterns to Detect Erroneous Sentences.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
A DOM Tree Alignment Model for Mining Parallel Data from the Web.
Proceedings of the ACL 2006, 2006

Exploring Distributional Similarity Based Models for Query Spelling Correction.
Proceedings of the ACL 2006, 2006

2002
An Automatic Evaluation Method for Localization Oriented Lexicalised EBMT System.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001
Automatic Translation Template Acquisition Based on Bilingual Structure Alignment.
Int. J. Comput. Linguistics Chin. Lang. Process., 2001

2000
PENS: A Machine-aided English Writing System for Chinese Users.
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000


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