PPaperPicks

Kehai Chen

43 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

ACL ×24EMNLP ×8NeurIPS ×5AAAI ×3ACM MM ×1IJCAI ×1NAACL ×1

Frequent coauthors

Andong Chen
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Xiaobo Liang
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Hongbin Zhang
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Shaoqing Zhang
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Yihong Tang
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Meizhi Zhong
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Jinlong Ma
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Gewen Liang
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Yiming Lei
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Hui Huang
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Hongli Zhou
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Weiyang Huang
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Papers

  1. Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition
    ACL 2026 ·
    Jinlong Ma
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  2. DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward
    ACL 2026 ·
    Xiaobo Liang
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  3. Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA
    ACL 2026 ·
    Gewen Liang
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  4. Live-Aid: A Large-Scale Dialogue Dataset and Benchmark for Interleaved Multi-party Interactions in Live Streaming
    ACL 2026 ·
    Yiming Lei
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  5. Long-form RewardBench: Evaluating Reward Models for Long-form Generation
    AAAI 2026 ·
    Hui Huang
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  6. Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory
    AAAI 2026 ·
    Hongli Zhou
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  7. SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
    ACL 2026 ·
    Weiyang Huang
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  8. WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization
    ACL 2026 ·
    Kunpeng Kang
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  9. A Survey on the Feedback Mechanism of LLM-based AI Agents
    IJCAI 2025 ·
    Zhipeng Liu
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  10. BIMCompNet: Multimodal Dataset for Geometric Deep Learning in Building Information Model
    ACM MM 2025 ·
    Mingsong Yang
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  11. Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
    EMNLP 2025 ·
    Andong Chen
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  12. Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
    ACL 2025 ·
    Yingjie Zhu
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  13. Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
    ACL 2025 ·
    Qiyuan Deng
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  14. Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs
    EMNLP 2025 ·
    Meina Chen
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  15. Exploring the Translation Mechanism of Large Language Models
    NeurIPS 2025 ·
    Hongbin Zhang
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  16. From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning
    ACL 2025 ·
    Wenjing Xie
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  17. Generative Reward Modeling via Synthetic Criteria Preference Learning
    ACL 2025 ·
    Xiaobo Liang
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  18. Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
    EMNLP 2025 ·
    Xingzuo Li
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  19. InImageTrans: Multimodal LLM-based Text Image Machine Translation
    ACL 2025 ·
    Fei Zuo
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  20. LLM-based Translation Inference with Iterative Bilingual Understanding
    ACL 2025 ·
    Andong Chen
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  21. Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM
    AAAI 2025 ·
    Shaoqing Zhang
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  22. MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching
    NeurIPS 2025 ·
    Liang Yue
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  23. MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models
    ACL 2025 ·
    Bohan Jin
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  24. Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation
    ACL 2025 ·
    Andong Chen
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  25. Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
    ACL 2025 ·
    Mufan Xu
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  26. Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
    EMNLP 2025 ·
    Dingkun Zhang
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  27. MoDification: Mixture of Depths Made Easy
    NAACL 2025 ·
    Chen Zhang
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  28. ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
    EMNLP 2025 ·
    Yifan Duan
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  29. The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents
    ACL 2025 ·
    Yihong Tang
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  30. Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
    NeurIPS 2025 ·
    Yihong Tang
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  31. Tool learning via Inference-time Scaling and Cycle Verifier
    ACL 2025 ·
    Xiaobo Liang
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  32. Unified Transferability Metrics for Time Series Foundation Models
    NeurIPS 2025 ·
    Weiyang Zhang
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  33. XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
    NeurIPS 2025 ·
    Zhenyu Li
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  34. Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
    EMNLP 2024 ·
    Yixin Ji
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  35. Context Consistency between Training and Inference in Simultaneous Machine Translation
    ACL 2024 ·
    Meizhi Zhong
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  36. DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms
    ACL 2024 ·
    Andong Chen
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  37. Dynamic Planning for LLM-based Graphical User Interface Automation
    EMNLP 2024 ·
    Shaoqing Zhang
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  38. Efficient Domain Adaptation for Non-Autoregressive Machine Translation
    ACL 2024 ·
    Wangjie You
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  39. On the Hallucination in Simultaneous Machine Translation
    ACL 2024 ·
    Meizhi Zhong
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  40. Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
    ACL 2024 ·
    Hongbin Zhang
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  41. Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering
    EMNLP 2024 ·
    Yu Zhang
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  42. Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation
    ACL 2024 ·
    Tengfei Yu
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  43. Unsupervised Sign Language Translation and Generation
    ACL 2024 ·
    Zhengsheng Guo
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