Xinya Du
- Papers
- 14
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Authored papers
14LLM4SR: A Survey on Large Language Models for Scientific Research
arXiv 2025
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
arXiv 2025
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research
arXiv 2025
Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding
arXiv 2025
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?
arXiv 2024
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents
arXiv 2024
Learning to Generate Research Idea with Dynamic Control
arXiv 2024
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
arXiv 2023
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
arXiv 2023
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations
arXiv 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey
arXiv 2023
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions
arXiv 2023
Language Models as Inductive Reasoners
arXiv 2022
Learning to Ask: Neural Question Generation for Reading Comprehension
learning-to-ask-neural-question-generation-1
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