Evaluation

p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NeurIPS 2023 A Call for Standardization and Validation of Text Style Transfer Evaluation ACL 2023 Accuracy is not enough: Evaluating Personalization in Summarizers EMNLP 2023 A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023 A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023 A Data-Based Perspective on Transfer Learning CVPR 2023 A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems EMNLP 2023 A Holistic Approach to Reference-Free Evaluation of Machine Translation ACL 2023 ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023 Aligning Offline Metrics and Human Judgments of Value for Code Generation Models ACL 2023 AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023 A Model-Agnostic Heuristics for Selective Classification AAAI 2023 ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ACL 2023 Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic EMNLP 2023 Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value EMNLP 2023 An Image Quality Assessment Dataset for Portraits CVPR 2023 Annotation Sensitivity: Training Data Collection Methods Affect Model Performance EMNLP 2023 Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 2023 Approximating Full Conformal Prediction at Scale via Influence Functions AAAI 2023 Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023 Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023 Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023 Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023 Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales ACL 2023 ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023