PPaperPicks

Fandong Meng

64 papers at tracked venues · 51 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×37EMNLP ×11ICLR ×5AAAI ×4ICML ×3NAACL ×2NeurIPS ×1SIGKDD ×1

Frequent coauthors

Jiaan Wang
DBLP profile ↗ORCID search ↗
×4
Chenze Shao
DBLP profile ↗ORCID search ↗
×4
Yijie Chen
DBLP profile ↗ORCID search ↗
×3
Xue Zhang
DBLP profile ↗ORCID search ↗
×3
Liang Zhang
DBLP profile ↗ORCID search ↗
×3
Zhibin Lan
DBLP profile ↗ORCID search ↗
×3
Yutong Wang
DBLP profile ↗ORCID search ↗
×2
Yunlong Liang
DBLP profile ↗ORCID search ↗
×2
Kun Zhang
DBLP profile ↗ORCID search ↗
×2
Yijin Liu
DBLP profile ↗ORCID search ↗
×2
Xinwei Long
DBLP profile ↗ORCID search ↗
×2
Jiali Zeng
DBLP profile ↗ORCID search ↗
×2

Papers

  1. APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
    ACL 2026 ·
    Yuxiang Huang
    DBLP profile ↗ORCID search ↗
  2. ArrowGEV: Grounding Events in Video via Learning the Arrow of Time
    ACL 2026 ·
    Fangxu Yu
    DBLP profile ↗ORCID search ↗
  3. Figure It Out: Improve the Frontier of Reasoning with Executable Visual States
    ACL 2026 ·
    Meiqi Chen
    DBLP profile ↗ORCID search ↗
  4. GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning
    AAAI 2026 ·
    Chenglong Wang
    DBLP profile ↗ORCID search ↗
  5. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
    ACL 2026 ·
    Zhiyu Xu
    DBLP profile ↗ORCID search ↗
  6. Joint Optimization of Training Data and Policy in RLHF
    ACL 2026 ·
    Zhuohao Yu
    DBLP profile ↗ORCID search ↗
  7. Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning
    ACL 2026 ·
    Xinyan Guan
    DBLP profile ↗ORCID search ↗
  8. ReFreeKV: Towards Threshold-Free KV Cache Compression
    ACL 2026 ·
    Xuanfan Ni
    DBLP profile ↗ORCID search ↗
  9. SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning
    ACL 2026 ·
    Yijie Chen
    DBLP profile ↗ORCID search ↗
  10. Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
    ACL 2026 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  11. A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences
    ACL 2025 ·
    Jiaxin Shen
    DBLP profile ↗ORCID search ↗
  12. A Self-Denoising Model for Robust Few-Shot Relation Extraction
    ACL 2025 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  13. AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
    ACL 2025 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  14. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss
    ACL 2025 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  15. An Empirical Study of Many-to-Many Summarization with Large Language Models
    ACL 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  16. Beyond Next Token Prediction: Patch-Level Training for Large Language Models
    ICLR 2025 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  17. CM-Align: Consistency-based Multilingual Alignment for Large Language Models
    EMNLP 2025 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  18. ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
    EMNLP 2025 ·
    Ziqing Qiao
    DBLP profile ↗ORCID search ↗
  19. Continuous Visual Autoregressive Generation via Score Maximization
    ICML 2025 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  20. DRT: Deep Reasoning Translation via Long Chain-of-Thought
    ACL 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  21. DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
    ICLR 2025 ·
    Yutong Wang
    DBLP profile ↗ORCID search ↗
  22. Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
    EMNLP 2025 ·
    Liyan Xu
    DBLP profile ↗ORCID search ↗
  23. Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
    NeurIPS 2025 ·
    Zhengrui Ma
    DBLP profile ↗ORCID search ↗
  24. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
    ACL 2025 ·
    Yijie Chen
    DBLP profile ↗ORCID search ↗
  25. LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
    EMNLP 2025 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  26. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
    ACL 2025 ·
    Xue Zhang
    DBLP profile ↗ORCID search ↗
  27. LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
    ACL 2025 ·
    Bowen Ping
    DBLP profile ↗ORCID search ↗
  28. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
    DBLP profile ↗ORCID search ↗
  29. Personalized Language Model Learning on Text Data Without User Identifiers
    SIGKDD 2025 ·
    Yucheng Ding
    DBLP profile ↗ORCID search ↗
  30. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·
    Kun Ouyang
    DBLP profile ↗ORCID search ↗
  31. Retrieval-Augmented Machine Translation with Unstructured Knowledge
    EMNLP 2025 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  32. THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
    ACL 2025 ·
    Yunlong Liang
    DBLP profile ↗ORCID search ↗
  33. TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding
    EMNLP 2025 ·
    Kun Zhang
    DBLP profile ↗ORCID search ↗
  34. BranchNorm: Robustly Scaling Extremely Deep Transformers
    ACL 2024 ·
    Yijin Liu
    DBLP profile ↗ORCID search ↗
  35. C-LLM: Learn to Check Chinese Spelling Errors Character by Character
    EMNLP 2024 ·
    Kunting Li
    DBLP profile ↗ORCID search ↗
  36. CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers
    ACL 2024 ·
    Yong Hu
    DBLP profile ↗ORCID search ↗
  37. Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective
    ACL 2024 ·
    Yijie Chen
    DBLP profile ↗ORCID search ↗
  38. Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation
    ACL 2024 ·
    Yunlong Liang
    DBLP profile ↗ORCID search ↗
  39. Cross-Lingual Knowledge Editing in Large Language Models
    ACL 2024 ·
    Jiaan Wang
    DBLP profile ↗ORCID search ↗
  40. Enhancing Byzantine-Resistant Aggregations with Client Embedding
    EMNLP 2024 ·
    Zhiyuan Zhang
    DBLP profile ↗ORCID search ↗
  41. Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios
    ACL 2024 ·
    Bin Sun
    DBLP profile ↗ORCID search ↗
  42. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
    DBLP profile ↗ORCID search ↗
  43. Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding
    ACL 2024 ·
    Jiali Zeng
    DBLP profile ↗ORCID search ↗
  44. Instruction Position Matters in Sequence Generation with Large Language Models
    ACL 2024 ·
    Yijin Liu
    DBLP profile ↗ORCID search ↗
  45. LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation
    ACL 2024 ·
    Zengkui Sun
    DBLP profile ↗ORCID search ↗
  46. Language Generation with Strictly Proper Scoring Rules
    ICML 2024 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  47. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  48. LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
    EMNLP 2024 ·
    Yongjing Yin
    DBLP profile ↗ORCID search ↗
  49. Multi-Level Cross-Modal Alignment for Speech Relation Extraction
    EMNLP 2024 ·
    Liang Zhang
    DBLP profile ↗ORCID search ↗
  50. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·
    Che Jiang
    DBLP profile ↗ORCID search ↗
  51. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    DBLP profile ↗ORCID search ↗
  52. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·
    Xiangyu Hong
    DBLP profile ↗ORCID search ↗
  53. Outdated Issue Aware Decoding for Factual Knowledge Editing
    ACL 2024 ·
    Zengkui Sun
    DBLP profile ↗ORCID search ↗
  54. Plot Retrieval as an Assessment of Abstract Semantic Association
    ACL 2024 ·
    Shicheng Xu
    DBLP profile ↗ORCID search ↗
  55. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    ACL 2024 ·
    Yutong Wang
    DBLP profile ↗ORCID search ↗
  56. Teaching Large Language Models to Translate with Comparison
    AAAI 2024 ·
    Jiali Zeng
    DBLP profile ↗ORCID search ↗
  57. Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
    ICLR 2024 ·
    Lean Wang
    DBLP profile ↗ORCID search ↗
  58. Towards Multiple References Era - Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation
    ACL 2024 ·
    Xianfeng Zeng
    DBLP profile ↗ORCID search ↗
  59. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    ACL 2024 ·
    Zhibin Lan
    DBLP profile ↗ORCID search ↗
  60. Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models
    AAAI 2024 ·
    Kun Zhang
    DBLP profile ↗ORCID search ↗
  61. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
    ACL 2024 ·
    Xinwei Long
    DBLP profile ↗ORCID search ↗
  62. Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective
    ACL 2024 ·
    Chenze Shao
    DBLP profile ↗ORCID search ↗
  63. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    ACL 2024 ·
    Shicheng Xu
    DBLP profile ↗ORCID search ↗
  64. XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
    NAACL 2024 ·
    Yun Luo
    DBLP profile ↗ORCID search ↗