Longyue Wang

From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models ACL 2026 Structured Episodic Event Memory ACL 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application ACL 2026 CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026 Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs AAAI 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025 Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025 ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ACL 2025 CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models ACL 2025 Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites EMNLP 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation NAACL 2025 $\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models ICLR 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation ECCV 2024 MAGE: Machine-generated Text Detection in the Wild ACL 2024 Anchor-based Large Language Models ACL 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024 A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models COLING 2024 Benchmarking LLMs via Uncertainty Quantification NIPS 2024 TransAgents: Build Your Translation Company with Language Agents EMNLP 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference EMNLP 2024 On Diversified Preferences of Large Language Model Alignment EMNLP 2024 Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation EMNLP 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 A Survey on Zero Pronoun Translation ACL 2023 More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023 Document-Level Machine Translation with Large Language Models EMNLP 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs EMNLP 2023 Effidit: An Assistant for Improving Writing Efficiency ACL 2023 Revisiting Non-Autoregressive Translation at Scale ACL 2023 How Does Pretraining Improve Discourse-Aware Translation? INTERSPEECH 2023 ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation COLING 2022 Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ACL 2022 GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation EMNLP 2022 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021 Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation IJCNLP 2021 Progressive Multi-Granularity Training for Non-Autoregressive Translation IJCNLP 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation IJCNLP 2021 Progressive Multi-Granularity Training for Non-Autoregressive Translation ACL 2021 Tencent Translation System for the WMT21 News Translation Task EMNLP 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation ACL 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 Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation ACL 2021 Context-Aware Cross-Attention for Non-Autoregressive Translation COLING 2020 Self-Attention with Cross-Lingual Position Representation ACL 2020 Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task EMNLP 2020 Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task EMNLP 2020 How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020 Tencent Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 On the Sparsity of Neural Machine Translation Models EMNLP 2020 On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020 Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks AAAI 2020 Modeling Recurrence for Transformer NAACL 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019 Towards Understanding Neural Machine Translation with Word Importance EMNLP 2019 Self-Attention with Structural Position Representations EMNLP 2019 Exploiting Sentential Context for Neural Machine Translation ACL 2019 Assessing the Ability of Self-Attention Networks to Learn Word Order ACL 2019 Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019 One Model to Learn Both: Zero Pronoun Prediction and Translation IJCNLP 2019 Towards Understanding Neural Machine Translation with Word Importance IJCNLP 2019 Self-Attention with Structural Position Representations IJCNLP 2019 Convolutional Self-Attention Networks NAACL 2019 Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism EMNLP 2018 Exploiting Cross-Sentence Context for Neural Machine Translation EMNLP 2017 Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking IJCNLP 2017 A Novel Approach to Dropped Pronoun Translation NAACL 2016 The DCU Discourse Parser: A Sense Classification Task CONLL 2015 The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense Classification CONLL 2015 Factored Statistical Machine Translation for Grammatical Error Correction CONLL 2014 UM-Checker: A Hybrid System for English Grammatical Error Correction CONLL 2013