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YilingMa 

updated a dataset less than a minute ago

SWVR/video_0021

Updated less than a minute ago

yilunzhao 

authored a paper 2 days ago

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL

Paper • 2601.09876 • Published 4 days ago • 4

yilunzhao 

authored 3 papers 6 months ago

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

Paper • 2507.02694 • Published Jul 3, 2025 • 19

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

Paper • 2507.10787 • Published Jul 14, 2025 • 12

Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers

Paper • 2507.06223 • Published Jul 8, 2025 • 13

yilunzhao 

authored 4 papers 7 months ago

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

Paper • 2507.01001 • Published Jul 1, 2025 • 46

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification

Paper • 2506.15569 • Published Jun 18, 2025 • 12

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, 2025 • 16

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

Paper • 2506.14028 • Published Jun 16, 2025 • 93

yilunzhao 

authored 3 papers 8 months ago

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

Paper • 2505.23693 • Published May 29, 2025 • 53

Table-R1: Inference-Time Scaling for Table Reasoning

Paper • 2505.23621 • Published May 29, 2025 • 93

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21, 2025 • 54

yilunzhao 

authored 5 papers 10 months ago

Z1: Efficient Test-time Scaling with Code

Paper • 2504.00810 • Published Apr 1, 2025 • 26

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, 2025 • 16

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

Paper • 2503.21821 • Published Mar 26, 2025 • 21

Survey on Evaluation of LLM-based Agents

Paper • 2503.16416 • Published Mar 20, 2025 • 95

yilunzhao 

authored a paper 11 months ago

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

Paper • 2503.04644 • Published Mar 6, 2025 • 21

yilunzhao 

authored 2 papers 12 months ago

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

Paper • 2412.21199 • Published Dec 30, 2024 • 13

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21, 2025 • 84