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model evaluation

442 papers

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large language model (12755) benchmark evaluation (1539) text classification (6776) language model (4573) natural language processing (2027) evaluation benchmark (250) natural language inference (1278) multimodal learning (4622) bias detection (419) transfer learning (5442)

Papers

FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research AAAI 2026
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026
On the Evaluation of Capability Estimation Methods for Large Language Models AAAI 2026
Confirmation Bias: A Challenge for Scalable Oversight AAAI 2026
Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality EACL 2026
Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework EACL 2026
Cognitive Effects and Biases in Large Language Models EACL 2026
Trove: A Flexible Toolkit for Dense Retrieval EACL 2026
Measuring Model Performance in the Presence of an Intervention AAAI 2026
Effective Strategies for Teaching Machine Learning AAAI 2026
LLMs as Span Annotators: A Comparative Study of LLMs and Humans EACL 2026
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025
Benchmarking Distributional Alignment of Large Language Models NAACL 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025
AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025
Towards Comprehensive Evaluation of Open-Source Language Models: A Multi-Dimensional, User-Driven Approach ACL 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
skLEP: A Slovak General Language Understanding Benchmark ACL 2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025