Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL Paper • 2601.09876 • Published 15 days ago • 6
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published 23 days ago • 16
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published 23 days ago • 16
Multi-LLM Thematic Analysis with Dual Reliability Metrics: Combining Cohen's Kappa and Semantic Similarity for Qualitative Research Validation Paper • 2512.20352 • Published Dec 23, 2025 • 3
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Paper • 2510.08886 • Published Oct 10, 2025 • 20
MSRS: Evaluating Multi-Source Retrieval-Augmented Generation Paper • 2508.20867 • Published Aug 28, 2025
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation Paper • 2508.06517 • Published Jul 30, 2025
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 • 13
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers Paper • 2507.06223 • Published Jul 8, 2025 • 14
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
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 93
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
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
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information Paper • 2505.20650 • Published May 27, 2025 • 17
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance Paper • 2502.08127 • Published Feb 12, 2025 • 58
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance Paper • 2502.18772 • Published Feb 26, 2025 • 32