conftrace_

benchmark analysis

9 papers

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Co-occurring keywords · papers mentioning both

benchmark evaluation (5) dataset evaluation (3) large language model (2) large language model safety (1) real-world application (1) dataset property (1) structured query language (1) noisy benchmark analysis (1) vision-language evaluation (1) ai benchmark (1)

Papers

Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning ACL 2025 SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025 SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone EMNLP 2025 Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024 Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022 Not a Number: Identifying Instance Features for Capability-Oriented Evaluation IJCAI 2022 A guide to the dataset explosion in QA, NLI, and commonsense reasoning COLING 2020