Derek F. Wong

Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ACL 2026 Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026 G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026 Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ACL 2026 Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models ACL 2026 VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning ACL 2026 Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry ACL 2026 Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry EMNLP 2025 Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025 CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task EMNLP 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations COLING 2025 DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025 Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025 Exploring the Impact of Personality Traits on LLM Bias and Toxicity EMNLP 2025 Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements ACL 2025 HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025 Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models NAACL 2025 Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist ICLR 2025 Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation ICLR 2025 Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model COLING 2025 Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025 Rethinking Prompt-based Debiasing in Large Language Model ACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025 Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore COLING 2025 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset COLING 2024 AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024 A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models COLING 2024 A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024 Benchmarking LLMs via Uncertainty Quantification NeurIPS 2024 Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios NeurIPS 2024 Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning NeurIPS 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024 NovelTrans: System for WMT24 Discourse-Level Literary Translation EMNLP 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024 How Does Pretraining Improve Discourse-Aware Translation? Interspeech 2023 Improving Grammatical Error Correction with Multimodal Feature Integration ACL 2023 kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023 Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ACL 2023 TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023 Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ACL 2023 Toward Human-Like Evaluation for Natural Language Generation with Error Analysis ACL 2023 TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023 Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023 Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022 Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022 ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022 GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation EMNLP 2022 Difficulty-Aware Machine Translation Evaluation ACL 2021 Document Graph for Neural Machine Translation EMNLP 2021 Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021 On the Copying Behaviors of Pre-Training for Neural Machine Translation ACL 2021 Progressive Multi-Granularity Training for Non-Autoregressive Translation ACL 2021 Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation ACL 2021 RoBLEURT Submission for WMT2021 Metrics Task EMNLP 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 User Retention: A Causal Approach with Triple Task Modeling IJCAI 2021 Guiding Variational Response Generator to Exploit Persona ACL 2020 Modeling Voting for System Combination in Machine Translation IJCAI 2020 Norm-Based Curriculum Learning for Neural Machine Translation ACL 2020 Self-Paced Learning for Neural Machine Translation EMNLP 2020 Uncertainty-Aware Curriculum Learning for Neural Machine Translation ACL 2020 Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling AAAI 2020 Assessing the Ability of Self-Attention Networks to Learn Word Order ACL 2019 Context-Aware Self-Attention Networks AAAI 2019 Convolutional Self-Attention Networks NAACL 2019 Learning Deep Transformer Models for Machine Translation ACL 2019 Leveraging Local and Global Patterns for Self-Attention Networks ACL 2019 Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019 Modeling Localness for Self-Attention Networks EMNLP 2018 Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017 Factored Statistical Machine Translation for Grammatical Error Correction CoNLL 2014 Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints ACL 2014 Co-regularizing character-based and word-based models for semi-supervised Chinese word segmentation ACL 2013 Graph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging ACL 2013 Influence of Part-of-Speech and Phrasal Category Universal Tag-set in Tree-to-Tree Translation Models IJCNLP 2013 UM-Checker: A Hybrid System for English Grammatical Error Correction CoNLL 2013 LEPOR: A Robust Evaluation Metric for Machine Translation with Augmented Factors COLING 2012