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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

Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering EMNLP 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024
Towards Automated Evaluation of Knowledge Encoded in Large Language Models COLING 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024
Self-Evaluation of Large Language Model based on Glass-box Features EMNLP 2024
Efficient Lifelong Model Evaluation in an Era of Rapid Progress NIPS 2024
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024
LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024
What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations EMNLP 2024
Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024
Self-Recognition in Language Models EMNLP 2024
SeMaScore: A new evaluation metric for automatic speech recognition tasks INTERSPEECH 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation ACL 2024
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024
Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024
Data Contamination Report from the 2024 CONDA Shared Task ACL 2024
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation NIPS 2024
Assessing Image-Captioning Models: A Novel Framework Integrating Statistical Analysis and Metric Patterns COLING 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024
Categorical Generative Model Evaluation via Synthetic Distribution Coarsening AISTATS 2024