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Papers
BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems
ACL 2025
PiCO: Peer Review in LLMs based on Consistency Optimization
ICLR 2025
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
ICML 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
CVPR 2025
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
ACL 2022
Estimating and Explaining Model Performance When Both Covariates and Labels Shift
NeurIPS 2022
Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings
CVPR 2021
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization
ACL 2020
Unsupervised Evaluation for Question Answering with Transformers
EMNLP 2020
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions
JMLR 2019
Time-Independent and Language-Independent Extraction of Multiword Expressions From Twitter
COLING 2016
Testing a Bayesian Measure of Representativeness Using a Large Image Database
NeurIPS 2011