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yilunzhao 

authored 2 papers 24 days ago

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

Paper • 2507.02694 • Published Jul 3 • 18

Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers

Paper • 2507.10787 • Published 25 days ago • 11

yilunzhao 

authored a paper about 1 month ago

Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers

Paper • 2507.06223 • Published Jul 8 • 13

Primrose255 

authored a paper about 1 month ago

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1 • 44

yilunzhao 

authored a paper about 1 month ago

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1 • 44

yilunzhao 

authored 3 papers about 2 months ago

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification

Paper • 2506.15569 • Published Jun 18 • 13

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Paper • 2506.12278 • Published Jun 13 • 17

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

Paper • 2506.14028 • Published Jun 16 • 91

yilunzhao 

authored 2 papers 2 months ago

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos

Paper • 2505.23693 • Published May 29 • 56

Table-R1: Inference-Time Scaling for Table Reasoning

Paper • 2505.23621 • Published May 29 • 94

yilunzhao 

authored a paper 3 months ago

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 55

yilunzhao 

authored 4 papers 4 months ago

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published Apr 1 • 27

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models

Paper • 2309.17446 • Published Sep 29, 2023 • 1

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Paper • 2503.07459 • Published Mar 10 • 16

PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving

Paper • 2503.21821 • Published Mar 26 • 20

yilunzhao 

authored 2 papers 5 months ago

Survey on Evaluation of LLM-based Agents

Paper • 2503.16416 • Published Mar 20 • 93

IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval

Paper • 2503.04644 • Published Mar 6 • 21

yilunzhao 

authored 3 papers 7 months ago

HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation

Paper • 2412.21199 • Published Dec 30, 2024 • 14

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21 • 86

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Paper • 2501.06590 • Published Jan 11 • 11