XL
Xuebo Liu
cs.CLcs.AIcs.LGcs.CVAlgorithmscs.SDeess.AS
On Valency
published · living versionsW_t4jf9qjk·v1 · currentpublished
Can LLM Annotators Match Human Consistency? Benchmarking Human Agreement and Optimizing Multi-Agent with Contrastive Knowledge
with Xiaopeng Ke, Zhixin Wang, Xinyu Ma, Xing Zheng +3
1 version
Preprints & journals
53 papers in the corpus · 2018–2026Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection2605.30274v1 · Yutong Wang, Xuebo Liu, Derek F. Wong et al.2026 · 0 citationsarXiv
Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding2605.12185v1 · Yigeng Zhou, Wu Li, Yifan Lu et al.2026 · 0 citationsarXiv
D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation2604.16940v1 · Junlin Li, Shuangyong Song, Guodong Du et al.2026 · 0 citationsarXiv
Mining or Synthesis? Rethinking Exploration Efficiency in Iterative Alignment of Mathematical Reasoning2602.05370v3 · Jun Rao, Zixiong Yu, Xuebo Liu et al.2026 · 0 citationsarXiv
Think Dense, Not Long: Dynamic Decoupled Conditional Advantage for Efficient Reasoning2602.02099v1 · Keqin Peng, Yuanxin Ouyang, Xuebo Liu et al.2026 · 0 citationsarXiv
CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task2509.24422v1 · Haosi Mo, Xinyu Ma, Xuebo Liu et al.2025 · 0 citationsarXiv
SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models2509.24781v1 · Jun Rao, Yunjie Liao, Xuebo Liu et al.2025 · 0 citationsarXiv
AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration2509.19236v1 · Chunhao Tian, Yutong Wang, Xuebo Liu et al.2025 · 3 citationsarXiv
APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training2506.03483v1 · Jun Rao, Zepeng Lin, Xuebo Liu et al.2025 · 0 citationsarXiv
Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning2506.00782v1 · Weiyang Guo, Zesheng Shi, Zhuo Li et al.2025 · 0 citationsarXiv
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning2505.19862v2 · Hexuan Deng, Wenxiang Jiao, Xuebo Liu et al.2025 · 0 citationsarXiv
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments2505.17616v2 · Qingyu Lu, Liang Ding, Siyi Cao et al.2025 · 1 citationarXiv
Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning2505.16176v2 · Jun Rao, Xuebo Liu, Hexuan Deng et al.2025 · 1 citationarXiv
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs2412.14838v4 · Xiabin Zhou, Wenbin Wang, Minyan Zeng et al.2024 · 5 citationsarXiv
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering2412.13782v2 · Yifan Lu, Yigeng Zhou, Jing Li et al.2024 · 10 citationsarXiv
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization2411.14055v2 · Hexuan Deng, Wenxiang Jiao, Xuebo Liu et al.2024 · 0 citationsarXiv
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory2410.08143v2 · Yutong Wang, Jiali Zeng, Xuebo Liu et al.2024 · 1 citationPublished as a conference paper at ICLR 2025
LPZero: Language Model Zero-cost Proxy Search from Zero2410.04808v1 · Peijie Dong, Lujun Li, Xiang Liu et al.2024 · 1 citationarXiv
Self-Powered LLM Modality Expansion for Large Speech-Text Models2410.03798v2 · Tengfei Yu, Xuebo Liu, Zhiyi Hou et al.2024 · 3 citationsarXiv
Exploring and Enhancing the Transfer of Distribution in Knowledge Distillation for Autoregressive Language Models2409.12512v2 · Jun Rao, Xuebo Liu, Zepeng Lin et al.2024 · 0 citationsarXiv
TasTe: Teaching Large Language Models to Translate through Self-Reflection2406.08434v1 · Yutong Wang, Jiali Zeng, Xuebo Liu et al.2024 · 7 citationsarXiv
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore2405.04286v2 · Junchao Wu, Runzhe Zhan, Derek F. Wong et al.2024 · 5 citationsarXiv
Improving Attributed Text Generation of Large Language Models via Preference Learning2403.18381v1 · Dongfang Li, Zetian Sun, Baotian Hu et al.2024 · 4 citationsarXiv
DB-LLM: Accurate Dual-Binarization for Efficient LLMs2402.11960v1 · Hong Chen, Chengtao Lv, Liang Ding et al.2024 · 14 citationsarXiv
Revisiting Demonstration Selection Strategies in In-Context Learning2401.12087v2 · Keqin Peng, Liang Ding, Yancheng Yuan et al.2024 · 24 citationsarXiv
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix2312.02820v1 · Xinyu Ma, Xuebo Liu, Min Zhang2023 · 0 citationsarXiv
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm2307.13424v1 · Hexuan Deng, Xin Zhang, Meishan Zhang et al.2023 · 0 citationsarXiv
Revisiting Token Dropping Strategy in Efficient BERT Pretraining2305.15273v1 · Qihuang Zhong, Liang Ding, Juhua Liu et al.2023 · 5 citationsarXiv
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization2305.01951v3 · Chi Seng Cheang, Hou Pong Chan, Derek F. Wong et al.2023 · 5 citationsarXiv
Towards Making the Most of ChatGPT for Machine Translation2303.13780v4 · Keqin Peng, Liang Ding, Qihuang Zhong et al.2023 · 206 citationsarXiv
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation2212.04262v1 · Zhaocong Li, Xuebo Liu, Derek F. Wong et al.2022 · 22 citationsarXiv
Improving Simultaneous Machine Translation with Monolingual Data2212.01188v1 · Hexuan Deng, Liang Ding, Xuebo Liu et al.2022 · 5 citationsarXiv
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling2211.12781v1 · Zhijun Wang, Xuebo Liu, Min Zhang2022 · 10 citationsarXiv
Revisiting Grammatical Error Correction Evaluation and Beyond2211.01635v1 · Peiyuan Gong, Xuebo Liu, Heyan Huang et al.2022 · 13 citationsarXiv
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text.33945471 · Wang, Wenhai, Xie, Enze, Li, Xiang et al.2022 · 154 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(9):5349-5367
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation2204.07837v2 · Zheng Zhang, Liang Ding, Dazhao Cheng et al.2022 · 9 citationsarXiv
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation2203.09176v1 · Bei Li, Quan Du, Tao Zhou et al.2022 · 22 citationsarXiv
Variance-Aware Machine Translation Test Sets2111.04079v1 · Runzhe Zhan, Xuebo Liu, Derek F. Wong et al.2021 · 3 citationsarXiv
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation2110.01811v1 · Xuebo Liu, Longyue Wang, Derek F. Wong et al.2021 · 18 citationsarXiv
Difficulty-Aware Machine Translation Evaluation2107.14402v1 · Runzhe Zhan, Xuebo Liu, Derek F. Wong et al.2021 · 4 citationsarXiv
On the Copying Behaviors of Pre-Training for Neural Machine Translation2107.08212v1 · Xuebo Liu, Longyue Wang, Derek F. Wong et al.2021 · 21 citationsarXiv
Progressive Multi-Granularity Training for Non-Autoregressive Translation2106.05546v2 · Liang Ding, Longyue Wang, Xuebo Liu et al.2021 · 34 citationsarXiv
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation2106.00903v2 · Liang Ding, Longyue Wang, Xuebo Liu et al.2021 · 34 citationsarXiv
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation2103.02262v1 · Runzhe Zhan, Xuebo Liu, Derek F. Wong et al.2021 · 41 citationsarXiv
Understanding and Improving Lexical Choice in Non-Autoregressive Translation2012.14583v2 · Liang Ding, Longyue Wang, Xuebo Liu et al.2020 · 61 citationsarXiv
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning2012.14768v2 · Xuebo Liu, Longyue Wang, Derek F. Wong et al.2020 · 14 citationsarXiv
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding2010.11685v1 · Zilong Wang, Mingjie Zhan, Xuebo Liu et al.2020 · 34 citationsarXiv
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting2008.00714v5 · Wenhai Wang, Xuebo Liu, Xiaozhong Ji et al.2020 · 22 citationsarXiv
Norm-Based Curriculum Learning for Neural Machine Translation2006.02014v1 · Xuebo Liu, Houtim Lai, Derek F. Wong et al.2020 · 102 citationsarXiv
Scene Text Image Super-Resolution in the Wild2005.03341v3 · Wenjia Wang, Enze Xie, Xuebo Liu et al.2020 · 168 citationsarXiv
Career total: 96 works. 53 are in this corpus.Showing the 50 most recent.
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