Mu Li

Affiliations:
  • Microsoft Research Asia, Beijing, China


According to our database1, Mu Li authored at least 85 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Improving Unsupervised Extractive Summarization by Jointly Modeling Facet and Redundancy.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Modeling Multi-Granularity Hierarchical Features for Relation Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Task-guided Disentangled Tuning for Pretrained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Learning Confidence for Transformer-based Neural Machine Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Tencent Translation System for the WMT21 News Translation Task.
Proceedings of the Sixth Conference on Machine Translation, 2021

Enhanced Few-Shot Learning with Multiple-Pattern-Exploiting Training.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Recurrent Attention for Neural Machine Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Attention Calibration for Transformer in 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

Improving Unsupervised Extractive Summarization with Facet-Aware Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning.
CoRR, 2020

Tencent Neural Machine Translation Systems for the WMT20 News Translation Task.
Proceedings of the Fifth Conference on Machine Translation, 2020

Emotion Classification by Jointly Learning to Lexiconize and Classify.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Regularizing Neural Machine Translation by Target-Bidirectional Agreement.
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

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

Style Transfer as Unsupervised Machine Translation.
CoRR, 2018

Regularizing Neural Machine Translation by Target-bidirectional Agreement.
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

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

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

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

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

2017
Neural Sequence Prediction by Coaching.
CoRR, 2017

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

Sequence-to-Dependency Neural Machine Translation.
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

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

Better Addressing Word Deletion for Statistical Machine Translation.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

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

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

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

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

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

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

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

Bilingually-constrained Phrase Embeddings for Machine Translation.
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

Learning Topic Representation for SMT with Neural Networks.
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

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

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

Punctuation Prediction with Transition-based Parsing.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Word Alignment Modeling with Context Dependent Deep Neural Network.
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

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

A Ranking-based Approach to Word Reordering for 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

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

Hierarchical Chunk-to-String 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

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

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

2010
A Unified Character-Based Tagging Framework for Chinese Word Segmentation.
ACM Trans. Asian Lang. Inf. Process., 2010

Adaptive Development Data Selection for Log-linear Model in Statistical 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

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

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

2009
Extracting Keyphrases from Chinese News Articles Using TextRank and Query Log Knowledge.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Introduction to China's CWMT2008 Machine Translation Evaluation.
Proceedings of Machine Translation Summit XII: Papers, 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

Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders.
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

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

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

Comparing and Integrating Alignment Template and Standard Phrase-Based Statistical Machine Translation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

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

2006
Effective Tag Set Selection in Chinese Word Segmentation via Conditional Random Field Modeling.
Proceedings of the 20st Pacific Asia Conference on Language, Information and Computation, 2006

Discriminative Reranking for Spelling Correction.
Proceedings of the 20st Pacific Asia Conference on Language, Information and Computation, 2006

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

An Improved Chinese Word Segmentation System with Conditional Random Field.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005
Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach.
Comput. Linguistics, 2005

Detecting Segmentation Errors in Chinese Annotated Corpus.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

2003
Improved Source-Channel Models for Chinese Word Segmentation.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Single Character Chinese Named Entity Recognition.
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


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