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Papers
InspectorRAGet: An Introspection Platform for RAG Evaluation
NAACL 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator
COLING 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness
NAACL 2025
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
ACL 2025
Language Models Learn to Mislead Humans via RLHF
ICLR 2025
Lessons from a User Experience Evaluation of NLP Interfaces
NAACL 2025
LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA
EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering
EMNLP 2025
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
ACL 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
ACL 2025
Patent-CR: A Dataset for Patent Claim Revision
NAACL 2025
People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text
ACL 2025
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation
ICLR 2025
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering
ACL 2025
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
CVPR 2025
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment
COLING 2025
Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments
COLING 2025
Real-World Summarization: When Evaluation Reaches Its Limits
EMNLP 2025
Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems
EMNLP 2025
REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities
ACL 2025
ReproHum #0031-01: Reproducing the Human Evaluation of Readability from “It is AI’s Turn to Ask Humans a Question”
ACL 2025
ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective
ACL 2025
ReproHum #0067-01: A Reproduction of the Evaluation of Cross-Lingual Summarization
ACL 2025
ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation
ACL 2025
ReproHum #0729-04: Human Evaluation Reproduction Report for “MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes”
ACL 2025