← Authors

Zhaopeng Tu

126 papers · 2010–2025 · 11 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (15) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (18) 🏠 Conference Loyalist (37) 🀝 Dynamic Duo (50) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (62) πŸ† Keyword Champion (50) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (16) πŸ“ˆ Trend Setter πŸ’Ž Century Club (126) ❓ The Questioner (4) πŸ—ƒοΈ Keyword Collector (61) πŸš€ Conference Pioneer

Conferences

ACL (37) EMNLP (36) IJCNLP (15) NAACL (8) COLING (7) ICLR (7) AAAI (5) ICML (4) NIPS (3) EACL (2) IJCAI (2)

Top co-authors

Shuming Shi (50) Xing Wang (44) Longyue Wang (43) Wenxiang Jiao (26) Derek F. Wong (15) Wenxuan Wang (14) Jen-tse Huang (12) Liang Ding (12) Michael Lyu (11) Xuebo Liu (11)

Research topics

Privacy (1)

Keywords

neural machine translation (50) machine translation (29) large language model (15) self-attention network (9) non-autoregressive translation (9) knowledge distillation (8) benchmark evaluation (7) data augmentation (7) encoder-decoder architecture (7) domain adaptation (5) attention mechanism (5) transformer architecture (5) monolingual datum (4) recurrent neural network (4) transformer model (4) text generation (4) multi-head attention (4) document-level translation (4) representation learning (4) transfer learning (3)

Papers

RaSA: Rank-Sharing Low-Rank Adaptation ICLR 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
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025
Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025
Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability ICML 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
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
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024
Benchmarking LLMs via Uncertainty Quantification NIPS 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
Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding ICML 2024
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher ICLR 2024
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs ICLR 2024
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation EMNLP 2024
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate EMNLP 2024
Revisiting the Markov Property for Machine Translation EACL 2024
Unsupervised Sign Language Translation and Generation ACL 2024
Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024
Benchmarking and Improving Long-Text Translation with Large Language Models ACL 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
The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks ACL 2023
A Survey on Zero Pronoun Translation ACL 2023
Revisiting Non-Autoregressive Translation at Scale ACL 2023
Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation EACL 2023
Document-Level Machine Translation with Large Language Models EMNLP 2023
Cross-modality Data Augmentation for End-to-End Sign Language Translation EMNLP 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs EMNLP 2023
Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022
Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 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
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
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
GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation EMNLP 2022
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
Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation ICML 2021
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning ICLR 2021
Understanding and Improving Lexical Choice in Non-Autoregressive Translation ICLR 2021
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation NAACL 2021
On the Language Coverage Bias for Neural Machine Translation IJCNLP 2021
On the Copying Behaviors of Pre-Training for Neural Machine Translation IJCNLP 2021
Progressive Multi-Granularity Training for Non-Autoregressive Translation IJCNLP 2021
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation IJCNLP 2021
On the Language Coverage Bias for Neural Machine Translation ACL 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 ACL 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine 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
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
EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation COLING 2020
On the Inference Calibration of Neural Machine Translation ACL 2020
How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020
Emotion Classification by Jointly Learning to Lexiconize and Classify COLING 2020
Context-Aware Cross-Attention for Non-Autoregressive Translation COLING 2020
Rethinking the Value of Transformer Components COLING 2020
On the Sparsity of Neural Machine Translation Models EMNLP 2020
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation 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
Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task EMNLP 2020
Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task EMNLP 2020
Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020
Neuron Interaction Based Representation Composition for Neural Machine Translation AAAI 2020
Auxiliary Template-Enhanced Generative Compatibility Modeling IJCAI 2020
Towards Understanding Neural Machine Translation with Word Importance EMNLP 2019
Information Aggregation for Multi-Head Attention with Routing-by-Agreement NAACL 2019
Convolutional Self-Attention Networks NAACL 2019
Dynamic Past and Future for Neural Machine Translation EMNLP 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019
One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019
Multi-Granularity Self-Attention for Neural Machine Translation EMNLP 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Context-Aware Self-Attention Networks AAAI 2019
Exploiting Sentential Context for 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
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
Self-Attention with Structural Position Representations IJCNLP 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework IJCNLP 2019
Modeling Recurrence for Transformer NAACL 2019
Assessing the Ability of Self-Attention Networks to Learn Word Order ACL 2019
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019
Self-Attention with Structural Position Representations EMNLP 2019
Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019
Modeling Localness for Self-Attention Networks EMNLP 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism EMNLP 2018
Towards Robust Neural Machine Translation ACL 2018
Multi-Head Attention with Disagreement Regularization EMNLP 2018
Target Foresight Based Attention for Neural Machine Translation NAACL 2018
Neural Machine Translation with Key-Value Memory-Augmented Attention IJCAI 2018
Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL 2017
Translating Phrases in Neural Machine Translation EMNLP 2017
Exploiting Cross-Sentence Context for Neural Machine Translation EMNLP 2017
Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking IJCNLP 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 IJCNLP 2015
Context-Dependent Translation Selection Using Convolutional Neural Network ACL 2015
A Novel Graph-based Compact Representation of Word Alignment ACL 2013
Combining Multiple Alignments to Improve Machine Translation COLING 2012
Head-Driven Hierarchical Phrase-based Translation ACL 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