← Authors

Derek F. Wong

83 papers · 2012–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (117) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (13) 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (47) πŸ”¬ Deep Specialist (34) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (5) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (304) ⚑ Prolific Year (13) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (81) πŸš€ Conference Pioneer

Conferences

ACL (24) EMNLP (24) COLING (8) ICLR (5) IJCNLP (5) AAAI (4) NIPS (4) CONLL (2) EACL (2) IJCAI (2) NAACL (2) INTERSPEECH (1)

Top co-authors

Lidia S. Chao (49) Xuebo Liu (28) Longyue Wang (17) Baosong Yang (17) Runzhe Zhan (16) Zhaopeng Tu (15) Min Zhang (12) Liang Ding (12) Dacheng Tao (8) Yu Wan (6)

Keywords

neural machine translation (19) large language model (19) machine translation (16) benchmark evaluation (5) neural network (5) transfer learning (5) uncertainty quantification (4) pretrained language model (4) self-attention network (4) curriculum learning (4) representation learning (3) grammatical error correction (3) knowledge distillation (3) uncertainty estimation (3) low-resource language (3) machine translation evaluation (3) quality estimation (2) multimodal learning (2) neural network optimization (2) text generation (2)

Papers

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