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automated metrics

10 papers

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human evaluation (375) automated metric (10) summarization evaluation (84) evaluation metrics (195) large language model (12755) text summarization (889) text generation (2903) machine translation (2472) uncertainty quantification (1365) ambiguous question answering (4)

Papers

CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era ACL 2025
Real-World Summarization: When Evaluation Reaches Its Limits EMNLP 2025
COMET-poly: Machine Translation Metric Grounded in Other Candidates EMNLP 2025
Correction of Errors in Preference Ratings from Automated Metrics for Text Generation ACL 2023
Model Analysis & Evaluation for Ambiguous Question Answering ACL 2023
On the Effectiveness of Automated Metrics for Text Generation Systems EMNLP 2022
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics IJCNLP 2021
Automated Pyramid Summarization Evaluation CONLL 2019
Identifying Sensible Lexical Relations in Generated Stories NAACL 2019
Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point EMNLP 2018