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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

Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning ICCV 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations EMNLP 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025
Towards Robust Comparisons of NLP Models: A Case Study COLING 2025
Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025
Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities EMNLP 2025
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis ACL 2025
Adaptively profiling models with task elicitation EMNLP 2025
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey EMNLP 2025
SSA: Semantic Contamination of LLM-Driven Fake News Detection EMNLP 2025
Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025
A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025
A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models AACL 2025