Zhaopeng Tu

BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs ACL 2026 Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ACL 2026 Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 2025 Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025 Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models ICLR 2025 Competing Large Language Models in Multi-Agent Gaming Environments ICLR 2025 RaSA: Rank-Sharing Low-Rank Adaptation ICLR 2025 CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025 Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation EMNLP 2025 Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing ACL 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025 Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025 Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025 Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025 Benchmarking LLMs via Uncertainty Quantification NIPS 2024 NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NIPS 2024 Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans NIPS 2024 Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024 Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models ACL 2024 All Languages Matter: On the Multilingual Safety of LLMs ACL 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024 Unsupervised Sign Language Translation and Generation ACL 2024 Revisiting the Markov Property for Machine Translation EACL 2024 Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024 Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation EMNLP 2024 On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs ICLR 2024 GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher ICLR 2024 GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding ICML 2024 Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024 Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation EACL 2023 The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks ACL 2023 Revisiting Non-Autoregressive Translation at Scale ACL 2023 A Survey on Zero Pronoun Translation ACL 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 Cross-modality Data Augmentation for End-to-End Sign Language Translation EMNLP 2023 Document-Level Machine Translation with Large Language Models EMNLP 2023 GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation EMNLP 2022 A Template-based Method for Constrained Neural Machine Translation EMNLP 2022 ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation COLING 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation ACL 2022 Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022 Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022 Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022 On the Copying Behaviors of Pre-Training for Neural Machine Translation IJCNLP 2021 RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging 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 Understanding and Improving Lexical Choice in Non-Autoregressive Translation ICLR 2021 Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning ICLR 2021 Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation NAACL 2021 Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation ICML 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation IJCNLP 2021 Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation IJCNLP 2021 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation ACL 2021 Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation ACL 2021 Progressive Multi-Granularity Training for Non-Autoregressive Translation ACL 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation ACL 2021 On the Language Coverage Bias for Neural Machine Translation ACL 2021 Progressive Multi-Granularity Training for Non-Autoregressive Translation IJCNLP 2021 On the Language Coverage Bias for Neural Machine Translation IJCNLP 2021 Neuron Interaction Based Representation Composition for Neural Machine Translation AAAI 2020 Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020 Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task EMNLP 2020 On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020 Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 On the Inference Calibration of Neural Machine Translation ACL 2020 How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020 On the Sparsity of Neural Machine Translation Models EMNLP 2020 Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task EMNLP 2020 Context-Aware Cross-Attention for Non-Autoregressive Translation COLING 2020 Emotion Classification by Jointly Learning to Lexiconize and Classify COLING 2020 Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation EMNLP 2020 EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation COLING 2020 Rethinking the Value of Transformer Components COLING 2020 Auxiliary Template-Enhanced Generative Compatibility Modeling IJCAI 2020 Multi-Granularity Self-Attention for Neural Machine Translation EMNLP 2019 Self-Attention with Structural Position Representations IJCNLP 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework IJCNLP 2019 Exploiting Sentential Context for Neural Machine Translation ACL 2019 Assessing the Ability of Self-Attention Networks to Learn Word Order ACL 2019 Information Aggregation for Multi-Head Attention with Routing-by-Agreement NAACL 2019 Convolutional Self-Attention Networks NAACL 2019 Modeling Recurrence for Transformer NAACL 2019 Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019 Context-Aware Self-Attention Networks AAAI 2019 Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019 Multi-Granularity Self-Attention for Neural Machine Translation IJCNLP 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation IJCNLP 2019 Dynamic Past and Future for Neural Machine 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 Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019 Dynamic Past and Future for Neural Machine 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 Towards Robust Neural Machine Translation ACL 2018 Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism EMNLP 2018 Exploiting Deep Representations for Neural Machine Translation EMNLP 2018 Modeling Localness for Self-Attention Networks EMNLP 2018 Multi-Head Attention with Disagreement Regularization EMNLP 2018 Neural Machine Translation with Key-Value Memory-Augmented Attention IJCAI 2018 Target Foresight Based Attention for Neural Machine Translation NAACL 2018 Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking IJCNLP 2017 Translating Phrases in Neural Machine Translation EMNLP 2017 Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL 2017 Exploiting Cross-Sentence Context for Neural Machine Translation EMNLP 2017 Modeling Source Syntax for Neural Machine Translation ACL 2017 Modeling Coverage for Neural Machine Translation ACL 2016 A Novel Approach to Dropped Pronoun Translation NAACL 2016 Context-Dependent Translation Selection Using Convolutional Neural Network ACL 2015 Context-Dependent Translation Selection Using Convolutional Neural Network IJCNLP 2015 A Novel Graph-based Compact Representation of Word Alignment ACL 2013 Head-Driven Hierarchical Phrase-based Translation ACL 2012 Combining Multiple Alignments to Improve Machine Translation COLING 2012 Identifying High-Impact Sub-Structures for Convolution Kernels in Document-level Sentiment Classification ACL 2012 Extracting Hierarchical Rules from a Weighted Alignment Matrix IJCNLP 2011 Dependency Forest for Statistical Machine Translation COLING 2010