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evaluation benchmark

257 papers

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large language model (13587) benchmark evaluation (1556) question answering (2963) language model (4599) model evaluation (445) language model evaluation (227) instruction following (396) machine translation (2499) multimodal learning (4645) multilingual nlp (1426)

Papers

TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025
Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025
OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025
ASAudio: A Survey of Advanced Spatial Audio Research AACL 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
Navigating the Political Compass: Evaluating Multilingual LLMs across Languages and Nationalities ACL 2025
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey EMNLP 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework EMNLP 2025
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025
PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems IJCNLP 2025
ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing ICCV 2025
Citation Drift: Measuring Reference Stability in Multi-Turn LLM Conversations IJCNLP 2025
A Survey of Multilingual Reasoning in Language Models EMNLP 2025
AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic COLING 2025
Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025
PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025
MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics NAACL 2025
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage NAACL 2025
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025