Yi Zhao
4 papers · Latest:
Natural Language Processing
Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI
This study reveals that LLMs make peer reviews longer and more fluent but reduce focus on deep evaluative aspects like originality.
2604.19578
Information RetrievalCPGRec+: A Balance-oriented Framework for Personalized Video Game Recommendations
CPGRec+ improves game recommendations by using signed edge weights and LLMs to balance accuracy and diversity, addressing interaction disparities.
2604.14586
Beyond Single-Dimension Novelty: How Combinations of Theory, Method, and Results-based Novelty Shape Scientific Impact
Research shows combinations of novelty, especially results-based alone, significantly impact scientific citations more than all three types.
2604.12471
Natural Language ProcessingNovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment
NovBench is introduced as the first benchmark to evaluate large language models' ability to assess research paper novelty, revealing current LLMs' limitations.
2604.11543
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