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Derek F. Wong

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

102

Venues

17

Active years

2012–2026

Best venue rank

A*

Where they publish

Papers

102 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIExposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation.Yanming Sun, Runzhe Zhan, Chi Seng Cheang, Han Wu, Xuebo Liu, Yuyao Niu, Fengying Ye, Kaixin Lan, Lidia S. Chao, Derek F. Wong
2026ACLFrom Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG.Guanhua Chen, Chuyue Huang, Yutong Yao, Shudong Liu, Xueqing Song, Lidia S. Chao, Derek F. Wong
2026ACLChain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA.Guanhua Chen, Yutong Yao, Shenghe Sun, Ci-Jun Gao, Shudong Liu, Lidia S. Chao, Feng Wan, Derek F. Wong
2026ACLEmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding.Pengze Guo, Jingxi Liang, Zhiwen Xie, Qifeng Wang, Derek F. Wong
2026ACLWho Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry.Jiang Li, Tian Lan, Shanshan Wang, Zdongxing, Dianqing Lin, Guanglai Gao, Derek F. Wong, Xiangdong Su
2026ACLToolRM: Towards Agentic Tool-Use Reward Modeling.Renhao Li, Jianhong Tu, Yang Su, Yantao Liu, Fei Huang, Hamid Alinejad-Rokny, Derek F. Wong, Junyang Lin, Min Yang
2026ACLVisAidMath: Benchmarking Visual-Aided Mathematical Reasoning.Jingkun Ma, Runzhe Zhan, Yang Li, Di Sun, Hou Pong Chan, Lidia S. Chao, Derek F. Wong
2026ACLPoller: Are LLMs Suitable for Evaluating Poetry Understanding Task?Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao
2026ACLDetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection.Junchao Wu, Yefeng Liu, Chenyu Zhu, Hao Zhang, Zeyu Wu, Tianqi Shi, Yichao Du, Longyue Wang, Weihua Luo, Jinsong Su, Derek F. Wong
2026ACLMAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models.Zhiwen Xie, Xin Wang, Guangyou Zhou, Derek F. Wong
2026ACLG-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment.Fengying Ye, Yanming Sun, Runzhe Zhan, Lidia S. Chao, Zheqi Zhang, Derek F. Wong
2026ACLProbing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing.Fengying Ye, Shanshan Wang, Lidia S. Chao, Derek F. Wong
2026ACLUnderstanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models.Jiayi Zhang, Shu Yang, Junchao Wu, Derek F. Wong, Di Wang
2026CHIAHAlogy: Agent-Supported In-Class Analogical Learning for Primary School Students' Divergent Thinking.Lu Liu, Wenjia Tan, Yi Zhao, Jianhui Pang, Derek F. Wong
2026EACLCan ChatGPT Really Understand Modern Chinese Poetry?Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao
2025ACLSGIC: A Self-Guided Iterative Calibration Framework for RAG.Guanhua Chen, Yutong Yao, Lidia S. Chao, Xuebo Liu, Derek F. Wong
2025ACLRethinking Prompt-based Debiasing in Large Language Model.Xinyi Yang, Runzhe Zhan, Shu Yang, Junchao Wu, Lidia S. Chao, Derek F. Wong
2025ACLFraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements.Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang
2025COLINGWho Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore.Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang
2025COLINGLet's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model.Haoyun Xu, Runzhe Zhan, Yingpeng Ma, Derek F. Wong, Lidia S. Chao
2025COLINGCPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations.Jiahao Zhao, Jingwei Zhu, Minghuan Tan, Min Yang, Renhao Li, Yang Di, Chenhao Zhang, Guancheng Ye, Chengming Li, Xiping Hu, Derek F. Wong
2025EMNLPPath Drift in Large Reasoning Models: How First-Person Commitments Override Safety.Yuyi Huang, Runzhe Zhan, Lidia S. Chao, Ailin Tao, Derek F. Wong
2025EMNLPCompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward.Shudong Liu, Hongwei Liu, Junnan Liu, Linchen Xiao, Songyang Gao, Chengqi Lyu, Yuzhe Gu, Wenwei Zhang, Derek F. Wong, Songyang Zhang, Kai Chen
2025EMNLPCan Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation.Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang
2025EMNLPCDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task.Haosi Mo, Xinyu Ma, Xuebo Liu, Derek F. Wong, Yu Li, Jie Liu, Min Zhang
2025EMNLPExploring the Impact of Personality Traits on LLM Bias and Toxicity.Shuo Wang, Renhao Li, Xi Chen, Yulin Yuan, Min Yang, Derek F. Wong
2025EMNLPEvaluation of Text-to-Image Generation from a Creativity Perspective.Xinhao Wang, Xinyu Ma, Shengyong Ding, Derek F. Wong
2025EMNLPBenchmarking the Detection of LLMs-Generated Modern Chinese Poetry.Shanshan Wang, Junchao Wu, Fengying Ye, Derek F. Wong, Jingming Yao, Lidia S. Chao
2025EMNLPSpec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance.Songsheng Wang, Rucheng Yu, Zhihang Yuan, Chao Yu, Feng Gao, Yu Wang, Derek F. Wong
2025EMNLPHiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation.Shijie Zhang, Renhao Li, Songsheng Wang, Philipp Koehn, Min Yang, Derek F. Wong
2025ICLRLatent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation.Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Rui Wang
2025ICLRDelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory.Yutong Wang, Jiali Zeng, Xuebo Liu, Derek F. Wong, Fandong Meng, Jie Zhou, Min Zhang
2025ICLRIs Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist.Zihao Zhou, Shudong Liu, Maizhen Ning, Wei Liu, Jindong Wang, Derek F. Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang
2025IJCNNAlleviating Directional Bias in Non-Autoregressive Transformers.Songsheng Wang, Yu Wan, Derek F. Wong, Shijie Zhang, Yuchu Lin, Lidia S. Chao
2025IJCNNBidirectional Multitask Learning for Non-Autoregressive Machine Translation.Songsheng Wang, Shijie Zhang, Zhihang Yuan, Dongkun Wang, Derek F. Wong
2025NAACLIntrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models.Yuyi Huang, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Ailin Tao
2024ACLFOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models.Kaixin Lan, Tao Fang, Derek F. Wong, Yabo Xu, Lidia S. Chao, Cecilia G. Zhao
2024ACLTowards Demonstration-Aware Large Language Models for Machine Translation.Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang
2024ACLAnchor-based Large Language Models.Jianhui Pang, Fanghua Ye, Derek F. Wong, Xin He, Wanshun Chen, Longyue Wang
2024ACLDomain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation.Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang
2024ACLBenchmarking and Improving Long-Text Translation with Large Language Models.Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu
2024ACLWhat is the Best Way for ChatGPT to Translate Poetry?Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao
2024ACLPrefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model.Runzhe Zhan, Xinyi Yang, Derek F. Wong, Lidia S. Chao, Yue Zhang
2024COLINGA Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU.Guanhua Chen, Yutong Yao, Derek F. Wong, Lidia S. Chao
2024COLINGA Paradigm Shift: The Future of Machine Translation Lies with Large Language Models.Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Longyue Wang
2024COLING3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset.Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2024COLINGMoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation.Jianhui Pang, Baosong Yang, Derek F. Wong, Dayiheng Liu, Xiangpeng Wei, Jun Xie, Lidia S. Chao
2024EMNLPCan LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner.Shudong Liu, Zhaocong Li, Xuebo Liu, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Min Zhang
2024EMNLPLarge Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning.Tianxiang Hu, Pei Zhang, Baosong Yang, Jun Xie, Derek F. Wong, Rui Wang
2024EMNLPCoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation.Renhao Li, Minghuan Tan, Derek F. Wong, Min Yang
2024EMNLPAnyTrans: Translate AnyText in the Image with Large Scale Models.Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji
2023ACLRevisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge.Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang
2023ACLTransGEC: Improving Grammatical Error Correction with Translationese.Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2023ACLImproving Grammatical Error Correction with Multimodal Feature Integration.Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang
2023ACLTemplateGEC: Improving Grammatical Error Correction with Detection Template.Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang
2023ACLkNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation.Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang
2023ACLToward Human-Like Evaluation for Natural Language Generation with Error Analysis.Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao
2023ACLTest-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao, Min Zhang
2023EACLYu Sheng: Human-in-Loop Classical Chinese Poetry Generation System.Jingkun Ma, Runzhe Zhan, Derek F. Wong
2023EMNLPCan LMs Generalize to Future Data? An Empirical Analysis on Text Summarization.Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao
2023InterspeechHow Does Pretraining Improve Discourse-Aware Translation?Zhihong Huang, Longyue Wang, Siyou Liu, Derek F. Wong
2022ACLUniTE: Unified Translation Evaluation.Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao
2022ACLAttention Mechanism with Energy-Friendly Operations.Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao
2022EMNLPConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation.Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang
2022EMNLPGuoFeng: A Benchmark for Zero Pronoun Recovery and Translation.Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2021AAAIMeta-Curriculum Learning for Domain Adaptation in Neural Machine Translation.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao
2021ACLRejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021ACLProgressive Multi-Granularity Training for Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021ACLOn the Copying Behaviors of Pre-Training for Neural Machine Translation.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2021ACLDifficulty-Aware Machine Translation Evaluation.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao
2021EMNLPOn the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2021EMNLPDocument Graph for Neural Machine Translation.Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao
2021ICLRUnderstanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu
2021ICLRUnderstanding and Improving Lexical Choice in Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021IJCAIUser Retention: A Causal Approach with Triple Task Modeling.Yang Zhang, Dong Wang, Qiang Li, Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong
2020AAAIUnsupervised Neural Dialect Translation with Commonality and Diversity Modeling.Yu Wan, Baosong Yang, Derek F. Wong, Lidia S. Chao, Haihua Du, Ben C. H. Ao
2020ACLNorm-Based Curriculum Learning for Neural Machine Translation.Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao
2020ACLGuiding Variational Response Generator to Exploit Persona.Bowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang
2020ACLUncertainty-Aware Curriculum Learning for Neural Machine Translation.Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan, Lidia S. Chao
2020EMNLPSelf-Paced Learning for Neural Machine Translation.Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen
2020IJCAIModeling Voting for System Combination in Machine Translation.Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu
2019AAAIContext-Aware Self-Attention Networks.Baosong Yang, Jian Li, Derek F. Wong, Lidia S. Chao, Xing Wang, Zhaopeng Tu
2019ACLShared-Private Bilingual Word Embeddings for Neural Machine Translation.Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu
2019ACLLearning Deep Transformer Models for Machine Translation.Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao
2019ACLLeveraging Local and Global Patterns for Self-Attention Networks.Mingzhou Xu, Derek F. Wong, Baosong Yang, Yue Zhang, Lidia S. Chao
2019ACLAssessing the Ability of Self-Attention Networks to Learn Word Order.Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu
2019NAACLConvolutional Self-Attention Networks.Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu
2018EMNLPModeling Localness for Self-Attention Networks.Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, Tong Zhang
2018LRECUM-pAligner: Neural Network-Based Parallel Sentence Identification Model.Chongman Leong, Derek F. Wong, Lidia S. Chao
2017EMNLPTowards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation.Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu
2014ACLToward Better Chinese Word Segmentation for SMT via Bilingual Constraints.Xiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso, Liang Tian
2014CoNLLFactored Statistical Machine Translation for Grammatical Error Correction.Yiming Wang, Longyue Wang, Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Yi Lu
2014LRECUM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation.Liang Tian, Derek F. Wong, Lidia S. Chao, Paulo Quaresma, Francisco Oliveira, Lu Yi
2013ACLGraph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging.Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso
2013ACLCo-regularizing character-based and word-based models for semi-supervised Chinese word segmentation.Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso
2013CoNLLUM-Checker: A Hybrid System for English Grammatical Error Correction.Junwen Xing, Longyue Wang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng
2013IJCNLPInfluence of Part-of-Speech and Phrasal Category Universal Tag-set in Tree-to-Tree Translation Models.Francisco Oliveira, Derek F. Wong, Lidia S. Chao, Liang Tian, Liangye He
2013PACLICAugmented Parsing of Unknown Word by Graph-Based Semi-Supervised Learning.Qiuping Huang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, Liangye He
2013RANLPEdit Distance: A New Data Selection Criterion for Domain Adaptation in SMT.Longyue Wang, Derek F. Wong, Lidia S. Chao, Junwen Xing, Yi Lu, Isabel Trancoso
2012COLINGLEPOR: A Robust Evaluation Metric for Machine Translation with Augmented Factors.Aaron L. F. Han, Derek F. Wong, Lidia S. Chao
2012ICMLCKorean-Chinese statistical translation model.Shuo Li, Derek F. Wong, Lidia S. Chao
2012ICMLCA noun-phrase chunking model based on SBCB ensemble learning algorithm.Ling Zhu, Lidia S. Chao, Derek F. Wong, Xiaodong Zeng