Shuming Shi

Mixture of Heterogeneous Grouped Experts for Language Modeling ACL 2026 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025 Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025 Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024 Retrieval is Accurate Generation ICLR 2024 The Reasonableness Behind Unreasonable Translation Capability of Large Language Model ICLR 2024 MAGE: Machine-generated Text Detection in the Wild ACL 2024 Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models ACL 2024 Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024 Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024 Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 Benchmarking LLMs via Uncertainty Quantification NIPS 2024 A Frustratingly Simple Decoding Method for Neural Text Generation COLING 2024 Reasons to Reject? Aligning Language Models with Judgments ACL 2024 Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024 StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NIPS 2024 Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024 DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024 GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher ICLR 2024 Knowledge Fusion of Large Language Models ICLR 2024 IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems EMNLP 2023 Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023 Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function ACL 2023 Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model ACL 2023 Rethinking Translation Memory Augmented Neural Machine Translation ACL 2023 Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ACL 2023 A Survey on Zero Pronoun Translation ACL 2023 Enhancing Grammatical Error Correction Systems with Explanations ACL 2023 SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023 Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study AACL 2023 Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023 Improved Visual Story Generation with Adaptive Context Modeling ACL 2023 Explicit Syntactic Guidance for Neural Text Generation ACL 2023 Effidit: An Assistant for Improving Writing Efficiency ACL 2023 Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study IJCNLP 2023 Findings of the Word-Level AutoCompletion Shared Task in WMT 2023 EMNLP 2023 Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs EMNLP 2023 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023 Retrieval-Augmented Few-shot Text Classification EMNLP 2023 RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation EMNLP 2023 Document-Level Machine Translation with Large Language Models EMNLP 2023 Rethinking Word-Level Auto-Completion in Computer-Aided Translation EMNLP 2023 Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022 Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022 BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation ACL 2022 Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing ACL 2022 Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022 Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022 Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation ACL 2022 Rethinking Negative Sampling for Handling Missing Entity Annotations ACL 2022 A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation ACL 2022 Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics ACL 2022 On the Evaluation Metrics for Paraphrase Generation EMNLP 2022 GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation EMNLP 2022 MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 EMNLP 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 On Synthetic Data for Back Translation NAACL 2022 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Fine-grained Entity Typing without Knowledge Base EMNLP 2021 Segmenting Natural Language Sentences via Lexical Unit Analysis EMNLP 2021 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021 Tencent Translation System for the WMT21 News Translation Task EMNLP 2021 Tencent AI Lab Machine Translation Systems for the WMT21 Biomedical Translation Task EMNLP 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation ACL 2021 TexSmart: A System for Enhanced Natural Language Understanding ACL 2021 On the Language Coverage Bias for Neural Machine Translation ACL 2021 Enhancing the Open-Domain Dialogue Evaluation in Latent Space ACL 2021 Enhancing the Open-Domain Dialogue Evaluation in Latent Space IJCNLP 2021 On the Language Coverage Bias for Neural Machine Translation IJCNLP 2021 Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction ACL 2021 GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation ACL 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021 REAM♯: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation ACL 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation IJCNLP 2021 REAM♯: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation IJCNLP 2021 TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021 Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction IJCNLP 2021 Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition ICLR 2021 GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation IJCNLP 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation IJCNLP 2021 Dialogue Response Selection with Hierarchical Curriculum Learning IJCNLP 2021 An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021 On the Inference Calibration of Neural Machine Translation ACL 2020 Rigid Formats Controlled Text Generation ACL 2020 Evaluating Explanation Methods for Neural Machine Translation ACL 2020 Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020 When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models EMNLP 2020 The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection EMNLP 2020 On the Branching Bias of Syntax Extracted from Pre-trained Language Models EMNLP 2020 Neuron Interaction Based Representation Composition for Neural Machine Translation AAAI 2020 Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task EMNLP 2020 CASE: Context-Aware Semantic Expansion AAAI 2020 On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020 Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task EMNLP 2020 Balancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation AAAI 2020 Semi-supervised Text Style Transfer: Cross Projection in Latent Space IJCNLP 2019 Multi-Granularity Self-Attention for Neural Machine Translation EMNLP 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019 Towards Understanding Neural Machine Translation with Word Importance EMNLP 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019 Self-Attention with Structural Position Representations EMNLP 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019 A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019 Semi-supervised Text Style Transfer: Cross Projection in Latent Space EMNLP 2019 Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019 Microblog Hashtag Generation via Encoding Conversation Contexts NAACL 2019 Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019 Graph Based Translation Memory for Neural Machine Translation AAAI 2019 Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019 Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019 Exploiting Sentential Context for Neural Machine Translation ACL 2019 Fine-Grained Sentence Functions for Short-Text Conversation ACL 2019 Topic-Aware Neural Keyphrase Generation for Social Media Language ACL 2019 On the Word Alignment from Neural Machine Translation ACL 2019 Multi-Granularity Self-Attention for Neural Machine Translation IJCNLP 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation IJCNLP 2019 Towards Understanding Neural Machine Translation with Word Importance IJCNLP 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons IJCNLP 2019 Self-Attention with Structural Position Representations IJCNLP 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework IJCNLP 2019 A Discrete CVAE for Response Generation on Short-Text Conversation IJCNLP 2019 Understanding and Improving Hidden Representations for Neural Machine Translation NAACL 2019 Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings NAACL 2018 Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks IJCAI 2018 Complementary Learning of Word Embeddings IJCAI 2018 QuaSE: Sequence Editing under Quantifiable Guidance EMNLP 2018 Target Foresight Based Attention for Neural Machine Translation NAACL 2018 Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method EMNLP 2018 hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018 Automatic Article Commenting: the Task and Dataset ACL 2018 Exploiting Deep Representations for Neural Machine Translation EMNLP 2018 Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training EMNLP 2018 Learning Fine-Grained Expressions to Solve Math Word Problems EMNLP 2017 Deep Neural Solver for Math Word Problems EMNLP 2017 How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation ACL 2016 Automatically Solving Number Word Problems by Semantic Parsing and Reasoning EMNLP 2015 Unsupervised Template Mining for Semantic Category Understanding EMNLP 2014 Ensemble Semantics for Large-scale Unsupervised Relation Extraction CONLL 2012 Ensemble Semantics for Large-scale Unsupervised Relation Extraction EMNLP 2012 Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining ACL 2011 Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches COLING 2010 Employing Topic Models for Pattern-based Semantic Class Discovery ACL 2009 Employing Topic Models for Pattern-based Semantic Class Discovery IJCNLP 2009