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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Publications | Xuebo Liu</title>
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</head>
<body>
<div class="container">
<nav class="year-nav">
<a href="index.html" class="back-btn"><i class="fas fa-arrow-left"></i> Back to Home</a>
<div class="nav-title">Timeline</div>
<a href="#y2026" class="year-link">2026</a>
<a href="#y2025" class="year-link">2025</a>
<a href="#y2024" class="year-link">2024</a>
<a href="#y2023" class="year-link">2023</a>
<a href="#y2022" class="year-link">2022</a>
<a href="#y2021" class="year-link">2021</a>
<a href="#y2020" class="year-link">Until 2020</a>
</nav>
<main class="content-area">
<header class="page-header">
<div class="page-title">Publications</div>
<div class="page-subtitle">Full list of published works by Xuebo Liu</div>
</header>
<section id="y2026" class="year-section">
<div class="year-header">2026</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning</div>
<div class="paper-authors">Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jun Rao, Min Zhang</div>
<div class="paper-venue">Proceedings of ICLR 2026</div>
</div>
<div class="paper-item">
<div class="paper-title">Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation</div>
<div class="paper-authors">Yanming Sun, Runzhe Zhan, Chi Seng Cheang, Han Wu, Xuebo Liu, Yuyao Niu, Fengying Ye, Kaixin Lan, Lidia S. Chao, Derek F. Wong</div>
<div class="paper-venue">Proceedings of AAAI 2026</div>
</div>
<div class="paper-item">
<div class="paper-title">Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding</div>
<div class="paper-authors">Yigeng Zhou, Wu Li, Yifan Lu, Yequan Wang, Xuebo Liu, Wenya Wang, Jun Yu, Min Zhang, Jing Li</div>
<div class="paper-venue">IEEE/ACM Transactions on Audio, Speech, and Language Processing</div>
</div>
<div class="paper-item">
<div class="paper-title">Domain Adaptive Machine Translation with Synthetic Feedback for Large Language Models</div>
<div class="paper-authors">Xinyi Yang, Runzhe Zhan, Junchao Wu, Yue Zhang, Xuebo Liu, Lidia S. Chao, Yujia Huo, Derek F. Wong</div>
<div class="paper-venue">ACM Transactions on Asian and Low-Resource Language Information Processing</div>
</div>
</div>
</section>
<section id="y2025" class="year-section">
<div class="year-header">2025</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration</div>
<div class="paper-authors">Zhexuan Wang, Yutong Wang, Xuebo Liu, Liang Ding, Miao Zhang, Jie Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2025</div>
</div>
<div class="paper-item">
<div class="paper-title">DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization</div>
<div class="paper-authors">Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jing Li, Min Zhang, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ACL 2025</div>
</div>
<div class="paper-item">
<div class="paper-title">SGIC: A Self-Guided Iterative Calibration Framework for RAG</div>
<div class="paper-authors">Guanhua Chen, Yutong Yao, Derek F. Wong, Xuebo Liu, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of ACL 2025</div>
</div>
<div class="paper-item">
<div class="paper-title">APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training</div>
<div class="paper-authors">Jun Rao, Zepeng Lin, Xuebo Liu, Xiaopeng Ke, Lian Lian, Dong Jin, Shengjun Cheng, Jun Yu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation</div>
<div class="paper-authors">Song Tang, Kaiyong Zhao, Lei Wang, Yuliang Li, Xuebo Liu, Junyi Zou, Qiang Wang, Xiaowen Chu</div>
<div class="paper-venue">Proceedings of ACL 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models</div>
<div class="paper-authors">Ming Wang, Miao Zhang, Xuebo Liu, Liqiang Nie</div>
<div class="paper-venue">Proceedings of EMNLP 2025</div>
</div>
<div class="paper-item">
<div class="paper-title">AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs</div>
<div class="paper-authors">Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2025</div>
</div>
<div class="paper-item">
<div class="paper-title">CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task</div>
<div class="paper-authors">Haosi Mo, Xinyu Ma, Xuebo Liu, Derek F. Wong, Yu Li, Jie Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs</div>
<div class="paper-authors">Xiabin Zhou, Wenbin Wang, Minyan Zeng, Jiaxian Guo, Xuebo Liu, Li Shen, Min Zhang, Liang Ding</div>
<div class="paper-venue">Proceedings of EMNLP 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration</div>
<div class="paper-authors">Chunhao Tian, Yutong Wang, Xuebo Liu, Zhexuan Wang, Liang Ding, Miao Zhang, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models</div>
<div class="paper-authors">Jun Rao, Yunjie Liao, Xuebo Liu, Zepeng Lin, Lian Lian, Dong Jin, Shengjun Cheng, Jun Yu, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments</div>
<div class="paper-authors">Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao</div>
<div class="paper-venue">Proceedings of EMNLP 2025 Findings</div>
</div>
<div class="paper-item">
<div class="paper-title">DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory</div>
<div class="paper-authors">Yutong Wang, Jiali Zeng, Xuebo Liu, Derek F. Wong, Fandong Meng, Jie Zhou, Min Zhang</div>
<div class="paper-venue">Proceedings of ICLR 2025</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2410.08143" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/YutongWang1216/DocMTAgent" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Knowledge Editing with Dynamic Knowledge Graphs for Multi-hop Question Answering</div>
<div class="paper-authors">Yifan Lu, Yigeng Zhou, Jing Li, Yequan Wang, Xuebo Liu, Daojing He, Fangming Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of AAAI 2025</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2412.13782" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ABi-dot/Kedkg" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore</div>
<div class="paper-authors">Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of COLING 2025</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2405.04286" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/GECScore" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Exploiting Multimodal Knowledge Graph for Multimodal Machine Translation</div>
<div class="paper-authors">Tianjiao Xu, Xuebo Liu, Derek F. Wong, Yue Zhang, Lidia S. Chao, Min Zhang, Tian Gan</div>
<div class="paper-venue">IEEE Transactions on Multimedia</div>
</div>
<div class="paper-item">
<div class="paper-title">Orchestrating Prompt Expertise: Enhancing Knowledge Distillation via Expert-Guided Tuning</div>
<div class="paper-authors">Xv Meng, Jun Rao, Shuhan Qi, Xuebo Liu, Lei Wang, Min Zhang, Xuan Wang</div>
<div class="paper-venue">ACM Transactions on Asian and Low-Resource Language Information Processing</div>
</div>
</div>
</section>
<section id="y2024" class="year-section">
<div class="year-header">2024</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models</div>
<div class="paper-authors">Jiaqi Zhao, Miao Zhang, Chao Zeng, Ming Wang, Xuebo Liu, Liqiang Nie</div>
<div class="paper-venue">Proceedings of ACL 2024</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.acl-long.122/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/zjq0455/RLQ" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation</div>
<div class="paper-authors">Tengfei Yu, Xuebo Liu, Liang Ding, Kehai Chen, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.acl-long.435/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ytf-philp/AmbigST" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">TasTe: Teaching Large Language Models to Translate through Self-Reflection</div>
<div class="paper-authors">Yutong Wang, Jiali Zeng, Xuebo Liu, Fandong Meng, Jie Zhou, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2406.08434" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/YutongWang1216/ReflectionLLMMT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Revisiting Demonstration Selection Strategies in In-Context Learning</div>
<div class="paper-authors">Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao</div>
<div class="paper-venue">Proceedings of ACL 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2401.12087" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/Romainpkq/revisit_demon_selection_in_ICL" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Towards Demonstration-Aware Large Language Models for Machine Translation</div>
<div class="paper-authors">Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024 Findings</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.findings-acl.824/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ChenLi0620/Demo-Aware-LLM-MT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation</div>
<div class="paper-authors">Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024 Findings</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.findings-acl.563/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/wangzx1219/Dk-KD" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">DB-LLM: Accurate Dual-Binarization for Efficient LLMs</div>
<div class="paper-authors">Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu</div>
<div class="paper-venue">Proceedings of ACL 2024 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2402.11960" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/Hon-Chen/DB-LLM" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Improving Attributed Text Generation of Large Language Models via Preference Learning</div>
<div class="paper-authors">Dongfang Li, Zetian Sun, Baotian Hu, Zhenyu Liu, Xinshuo Hu, Xuebo Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2403.18381" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/HITsz-TMG/ATG-PO" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">CommonIT: Commonality-aware Instruction Tuning for Large Language Models via Data Partitions</div>
<div class="paper-authors">Jun Rao, Xuebo Liu, Lian Lian, Shengjun Cheng, Yunjie Liao, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2410.03077" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/raojay7/CommonIT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner</div>
<div class="paper-authors">Shudong Liu, Zhaocong Li, Xuebo Liu, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2024</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.emnlp-main.1205/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/UaIT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Curriculum Consistency Learning for Conditional Sentence Generation</div>
<div class="paper-authors">Liangxin Liu, Xuebo Liu, Lian Lian, Shengjun Cheng, Jun Rao, Tengfei Yu, Hexuan Deng, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2024</div>
<div class="link-tags">
<a href="https://aclanthology.org/2024.emnlp-main.768/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/xinxinxing/Curriculum-Consistency-Learning" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Self-Powered LLM Modality Expansion for Large Speech-Text Models</div>
<div class="paper-authors">Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2410.03798" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ytf-philp/Self-powered-LSM" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">LPZero: Language Model Zero-cost Proxy Search from Zero</div>
<div class="paper-authors">Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu</div>
<div class="paper-venue">Proceedings of EMNLP 2024 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2410.04808" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection</div>
<div class="paper-authors">Liangxin Liu, Xuebo Liu, Derek F. Wong, Dongfang Li, Ziyi Wang, Baotian Hu, Min Zhang</div>
<div class="paper-venue">Proceedings of NeurIPS 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2402.16705" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/Blue-Raincoat/SelectIT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates</div>
<div class="paper-authors">Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of NeurIPS 2024 Datasets and Benchmarks Track</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2410.20814" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/hexuandeng/NewTerm" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">EvalCrafter: Benchmarking and Evaluating Large Video Generation Models</div>
<div class="paper-authors">Yaofang Liu, Xiaodong Cun, Xuebo Liu, Xintao Wang, Yong Zhang, Haoxin Chen, Yang Liu, Tieyong Zeng, Raymond Chan, Ying Shan</div>
<div class="paper-venue">Proceedings of CVPR 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2310.11440" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://evalcrafter.github.io/" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Pluggable Neural Machine Translation Models via Memory-augmented Adapters</div>
<div class="paper-authors">Yuzhuang Xu, Shuo Wang, Peng Li, Xuebo Liu, Xiaolong Wang, Weidong Liu, Yang Liu</div>
<div class="paper-venue">Proceedings of COLING 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2307.06029" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/xuyuzhuang11/StyleMT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">3AM: An Ambiguity-Aware Multimodal Machine Translation Dataset</div>
<div class="paper-authors">Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of COLING 2024</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2404.18413" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/MaxyLee/3AM" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Understanding and Improving Low-Resource Neural Machine Translation with Shallow Features</div>
<div class="paper-authors">Yanming Sun, Xuebo Liu, Derek F. Wong, Yuchu Lin, Bei Li, Runzhe Zhan, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of NLPCC 2024</div>
<div class="link-tags">
<a href="https://link.springer.com/chapter/10.1007/978-981-97-9437-9_18" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data augmentation, and LLM Paradigm</div>
<div class="paper-authors">Hexuan Deng, Xin Zhang, Meishan Zhang, Xuebo Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2024 Workshop (SIGHAN-10)</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2307.13424" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/hexuandeng/HExp4UDS" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
</div>
</section>
<section id="y2023" class="year-section">
<div class="year-header">2023</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization</div>
<div class="paper-authors">Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2023</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.acl-long.47/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/TaU" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Revisiting Token Dropping Strategy in Efficient BERT Pretraining</div>
<div class="paper-authors">Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao</div>
<div class="paper-venue">Proceedings of ACL 2023</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2305.15273" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation</div>
<div class="paper-authors">Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2023</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.acl-long.105/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/kNN-TL" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge</div>
<div class="paper-authors">Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2023</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.acl-long.866/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/YutongWang1216/CR-NMT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">TemplateGEC: Improving Grammatical Error Correction with Detection Template</div>
<div class="paper-authors">Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, He-Yan Huang, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2023</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.acl-long.380/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/li-aolong/TemplateGEC" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">TransGEC: Improving Grammatical Error Correction with Translationese</div>
<div class="paper-authors">Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2023 Findings</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.findings-acl.223/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/TransGEC" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix</div>
<div class="paper-authors">Xinyu Ma, Xuebo Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2023</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2312.02820" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ecoli-hit/PseudoFamily" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">PromptST: Abstract Prompt Learning for End-to-End Speech Translation</div>
<div class="paper-authors">Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2023</div>
<div class="link-tags">
<a href="https://aclanthology.org/2023.emnlp-main.627/" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/ytf-philp/PromptST" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization</div>
<div class="paper-authors">Chi Cheang, Hou Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of EMNLP 2023</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2305.01951" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/TempoSum" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Towards Making The Most of ChatGPT for Machine Translation</div>
<div class="paper-authors">Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao</div>
<div class="paper-venue">Proceedings of EMNLP 2023 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2303.13780" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/Romainpkq/ChatGPT4MT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Improving Simultaneous Machine Translation with Monolingual Data</div>
<div class="paper-authors">Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang</div>
<div class="paper-venue">Proceedings of AAAI 2023</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2212.01188" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/hexuandeng/Mono4SiMT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Parameter-Efficient and Student-Friendly Knowledge Distillation</div>
<div class="paper-authors">Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Xuebo Liu, Min Zhang, Dacheng Tao</div>
<div class="paper-venue">IEEE Transactions on Multimedia</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2205.15308" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
</div>
</section>
<section id="y2022" class="year-section">
<div class="year-header">2022</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation</div>
<div class="paper-authors">Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, JingBo Zhu, Xuebo Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of ACL 2022</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2203.09176" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/libeineu/ODE-Transformer" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling</div>
<div class="paper-authors">Zhijun Wang, Xuebo Liu, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2022</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2211.12781" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/zjwang21/StrokeNet" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Revisiting Grammatical Error Correction Evaluation and Beyond</div>
<div class="paper-authors">Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2022</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2211.01635" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/pygongnlp/PT-M2" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation</div>
<div class="paper-authors">Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang</div>
<div class="paper-venue">Proceedings of EMNLP 2022</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2212.04262" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/ConsistTL" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
</div>
</section>
<section id="y2021" class="year-section">
<div class="year-header">2021</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">Difficulty-Aware Machine Translation Evaluation</div>
<div class="paper-authors">Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of ACL 2021</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2107.14402" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/Difficulty-Aware-MT-Evaluation" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation</div>
<div class="paper-authors">Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ACL 2021</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2106.00903" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/alphadl/RLFW-NAT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">On the Copying Behaviors of Pre-Training for Neural Machine Translation</div>
<div class="paper-authors">Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ACL 2021 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2107.08212" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/SunbowLiu/CopyingPenalty" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Progressive Multi-Granularity Training for Non-Autoregressive Translation</div>
<div class="paper-authors">Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ACL 2021 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2106.05546" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation</div>
<div class="paper-authors">Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of EMNLP 2021 Findings</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2110.01811" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/SunbowLiu/PTvsBT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Exploiting Translation Model for Parallel Corpus Mining</div>
<div class="paper-authors">Chongman Leong, Xuebo Liu, Derek F. Wong, Lidia S. Chao</div>
<div class="paper-venue">IEEE/ACM Transactions on Audio, Speech, and Language Processing</div>
<div class="link-tags">
<a href="https://ieeexplore.ieee.org/abstract/document/9516978" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Variance-Aware Machine Translation Test Sets</div>
<div class="paper-authors">Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of NeurIPS 2021 Datasets and Benchmarks Track</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2111.04079" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/Variance-Aware-MT-Test-Sets" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning</div>
<div class="paper-authors">Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ICLR 2021</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2012.14768" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/SunbowLiu/SurfaceFusion" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Understanding and Improving Lexical Choice in Non-Autoregressive Translation</div>
<div class="paper-authors">Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu</div>
<div class="paper-venue">Proceedings of ICLR 2021</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2012.14583" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/alphadl/LCNAT" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation</div>
<div class="paper-authors">Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of AAAI 2021</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2103.02262" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/Meta-Curriculum" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
</div>
</section>
<section id="y2020" class="year-section">
<div class="year-header">Until 2020</div>
<div class="paper-list">
<div class="paper-item">
<div class="paper-title">Norm-Based Curriculum Learning for Neural Machine Translation</div>
<div class="paper-authors">Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao</div>
<div class="paper-venue">Proceedings of ACL 2020</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/2006.02014" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
<a href="https://github.com/NLP2CT/norm-nmt" class="tag-btn"><i class="fab fa-github"></i> Code</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Shared-Private Bilingual Word Embeddings for Neural Machine Translation</div>
<div class="paper-authors">Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu</div>
<div class="paper-venue">Proceedings of ACL 2019</div>
<div class="link-tags">
<a href="https://arxiv.org/abs/1906.03100" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
<div class="paper-item">
<div class="paper-title">Latent Attribute Based Hierarchical Decoder for Neural Machine Translation</div>
<div class="paper-authors">Xuebo Liu, Derek F. Wong, Lidia S. Chao, Yang Liu</div>
<div class="paper-venue">IEEE/ACM Transactions on Audio, Speech, and Language Processing</div>
<div class="link-tags">
<a href="https://ieeexplore.ieee.org/abstract/document/8839081" class="tag-btn"><i class="fas fa-file-alt"></i> Paper</a>
</div>
</div>
</div>
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