Xinya Du

Venues

Frequent coauthors

Papers

1. FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation
   ACL 2026 ·

   Liqiang Jing

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2. Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers
   ACL 2026 ·

   Kaiyu He

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3. Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
   ACL 2026 ·

   Zhenwen Liang

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4. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
   ICLR 2025 ·

   Liqiang Jing

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5. FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
   EMNLP 2025 ·

   Ruosen Li

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6. FIHA: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with Davidson Scene Graphs
   ACL 2025 ·

   Bowen Yan

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7. LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research
   EMNLP 2025 ·

   Shuo Yan

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8. SciEvent: Benchmarking Multi-domain Scientific Event Extraction
   EMNLP 2025 ·

   Bofu Dong

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9. Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
   EMNLP 2025 ·

   Peilin Wu

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10. VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
    ICML 2025 ·

    Haojian Huang

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11. Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering
    EMNLP 2024 ·

    Zimu Wang

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12. FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
    EMNLP 2024 ·

    Liqiang Jing

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13. IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
    NeurIPS 2024 ·

    Ruosen Li

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14. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
    ACL 2024 ·

    Zonglin Yang

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15. MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations
    NeurIPS 2024 ·

    Ruosen Li

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16. Making Natural Language Reasoning Explainable and Faithful
    AAAI 2024 · Xinya Du
17. Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning
    IROS 2024 ·

    Jishnu Jaykumar P

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