PPaperPicks

Deyi Xiong

50 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×32EMNLP ×9AAAI ×3NAACL ×2NeurIPS ×2ECAI ×1WWW ×1

Frequent coauthors

Dan Shi
DBLP profile ↗ORCID search ↗
×4
Pengyun Zhu
DBLP profile ↗ORCID search ↗
×2
Jingting Zheng
DBLP profile ↗ORCID search ↗
×2
Zhuowen Han
DBLP profile ↗ORCID search ↗
×2
Xinwei Wu
DBLP profile ↗ORCID search ↗
×2
Lei Yang
DBLP profile ↗ORCID search ↗
×2
Ling Shi
DBLP profile ↗ORCID search ↗
×2
Renren Jin
DBLP profile ↗ORCID search ↗
×2
Tianyu Dong
DBLP profile ↗ORCID search ↗
×2
Yongqi Leng
DBLP profile ↗ORCID search ↗
×2
Linhao Yu
DBLP profile ↗ORCID search ↗
×2
Yan Liu
DBLP profile ↗ORCID search ↗
×2

Papers

  1. APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
    ACL 2026 ·
    Pengyun Zhu
    DBLP profile ↗ORCID search ↗
  2. AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization
    ACL 2026 ·
    Hong Ren
    DBLP profile ↗ORCID search ↗
  3. Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts
    ACL 2026 ·
    Jingting Zheng
    DBLP profile ↗ORCID search ↗
  4. DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping
    ACL 2026 ·
    Pengyun Zhu
    DBLP profile ↗ORCID search ↗
  5. ERRV: Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models
    ACL 2026 ·
    Zhuowen Han
    DBLP profile ↗ORCID search ↗
  6. EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery
    ACL 2026 ·
    Xiaoyu Xiong
    DBLP profile ↗ORCID search ↗
  7. ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models
    ACL 2026 ·
    Zhen Wang
    DBLP profile ↗ORCID search ↗
  8. Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
    AAAI 2026 ·
    Xinwei Wu
    DBLP profile ↗ORCID search ↗
  9. From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan
    ACL 2026 ·
    Lei Yang
    DBLP profile ↗ORCID search ↗
  10. From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
    ACL 2026 ·
    Ling Shi
    DBLP profile ↗ORCID search ↗
  11. Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
    ACL 2026 ·
    Jiang Zhou
    DBLP profile ↗ORCID search ↗
  12. MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation
    ACL 2026 ·
    Yongrui Liu
    DBLP profile ↗ORCID search ↗
  13. Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching
    ACL 2026 ·
    Dan Shi
    DBLP profile ↗ORCID search ↗
  14. Revisiting Entropy in Reinforcement Learning for Large Reasoning Models
    ACL 2026 ·
    Renren Jin
    DBLP profile ↗ORCID search ↗
  15. SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment
    ACL 2026 ·
    Tianyu Dong
    DBLP profile ↗ORCID search ↗
  16. TENP: Trapezoidal Expert Neuron Pruning For Mixture-of-Experts
    ACL 2026 ·
    Jiangyang He
    DBLP profile ↗ORCID search ↗
  17. Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script
    ACL 2026 ·
    Jingting Zheng
    DBLP profile ↗ORCID search ↗
  18. Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language Models
    ACL 2026 ·
    Dan Shi
    DBLP profile ↗ORCID search ↗
  19. CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models
    ACL 2025 ·
    Ling Shi
    DBLP profile ↗ORCID search ↗
  20. ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
    ACL 2025 ·
    Zhigen Li
    DBLP profile ↗ORCID search ↗
  21. C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models
    ACL 2025 ·
    Junru Wu
    DBLP profile ↗ORCID search ↗
  22. DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search
    EMNLP 2025 ·
    Lei Yang
    DBLP profile ↗ORCID search ↗
  23. Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math
    ACL 2025 ·
    Shaowei Zhang
    DBLP profile ↗ORCID search ↗
  24. DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
    EMNLP 2025 ·
    Yongqi Leng
    DBLP profile ↗ORCID search ↗
  25. DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events?
    EMNLP 2025 ·
    Jianxiang Peng
    DBLP profile ↗ORCID search ↗
  26. Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
    ACL 2025 ·
    Linhao Yu
    DBLP profile ↗ORCID search ↗
  27. Evaluating and Improving Graph to Text Generation with Large Language Models
    NAACL 2025 ·
    Jie He
    DBLP profile ↗ORCID search ↗
  28. HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth
    EMNLP 2025 ·
    Yan Liu
    DBLP profile ↗ORCID search ↗
  29. MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation
    ACL 2025 ·
    Tianyu Dong
    DBLP profile ↗ORCID search ↗
  30. Optimize Quantization for Large Language Models via Progressive Training
    WWW 2025 ·
    Jiangcun Du
    DBLP profile ↗ORCID search ↗
  31. Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria
    ACL 2025 ·
    Yongqi Leng
    DBLP profile ↗ORCID search ↗
  32. Self-Pluralising Culture Alignment for Large Language Models
    NAACL 2025 ·
    Shaoyang Xu
    DBLP profile ↗ORCID search ↗
  33. Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair
    EMNLP 2025 ·
    Bojian Xiong
    DBLP profile ↗ORCID search ↗
  34. Towards Optimal Evaluation Efficiency for Large Language Models
    EMNLP 2025 ·
    Guohong Li
    DBLP profile ↗ORCID search ↗
  35. Towards a Unified Paradigm of Concept Editing in Large Language Models
    EMNLP 2025 ·
    Zhuowen Han
    DBLP profile ↗ORCID search ↗
  36. A Comprehensive Evaluation of Quantization Strategies for Large Language Models
    ACL 2024 ·
    Renren Jin
    DBLP profile ↗ORCID search ↗
  37. CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models
    ACL 2024 ·
    Linhao Yu
    DBLP profile ↗ORCID search ↗
  38. CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models
    AAAI 2024 ·
    Dan Shi
    DBLP profile ↗ORCID search ↗
  39. CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions
    ACL 2024 ·
    Zishan Guo
    DBLP profile ↗ORCID search ↗
  40. Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning
    ACL 2024 ·
    Menglong Cui
    DBLP profile ↗ORCID search ↗
  41. Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
    EMNLP 2024 ·
    Shaoyang Xu
    DBLP profile ↗ORCID search ↗
  42. FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
    EMNLP 2024 ·
    Haoran Sun
    DBLP profile ↗ORCID search ↗
  43. IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
    NeurIPS 2024 ·
    Dan Shi
    DBLP profile ↗ORCID search ↗
  44. LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
    ACL 2024 ·
    Shaolin Zhu
    DBLP profile ↗ORCID search ↗
  45. Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching
    ACL 2024 ·
    Xinwei Wu
    DBLP profile ↗ORCID search ↗
  46. OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety
    ACL 2024 ·
    Chuang Liu
    DBLP profile ↗ORCID search ↗
  47. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), ACL 2024, Bangkok, Thailand, August 11-16, 2024
    ACL 2024 ·
    Yixin Cao
    DBLP profile ↗ORCID search ↗
  48. Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy
    ECAI 2024 ·
    Yan Liu
    DBLP profile ↗ORCID search ↗
  49. Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
    NeurIPS 2024 ·
    Hang Zhou
    DBLP profile ↗ORCID search ↗
  50. Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy
    AAAI 2024 ·
    Yu Fu
    DBLP profile ↗ORCID search ↗