model evaluation

442 papers

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large language model (12755) benchmark evaluation (1539) text classification (6776) language model (4573) natural language processing (2027) evaluation benchmark (250) natural language inference (1278) multimodal learning (4622) bias detection (419) transfer learning (5442)

Papers

Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023

DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023

ActiveAED: A Human in the Loop Improves Annotation Error Detection ACL 2023

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023

The OPUS-MT Dashboard – A Toolkit for a Systematic Evaluation of Open Machine Translation Models ACL 2023

Credible without Credit: Domain Experts Assess Generative Language Models ACL 2023

Efficient Shapley Values Estimation by Amortization for Text Classification ACL 2023

MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks ACL 2023

Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 2023

GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023

Curvature Filtrations for Graph Generative Model Evaluation NIPS 2023

Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty ACL 2023

Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NIPS 2023

NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic ACL 2023

Investigating model performance in language identification: beyond simple error statistics INTERSPEECH 2023

FACET: Fairness in Computer Vision Evaluation Benchmark ICCV 2023

A Survey of Federated Evaluation in Federated Learning IJCAI 2023

Evaluating Paraphrastic Robustness in Textual Entailment Models ACL 2023

A Kernelized Stein Discrepancy for Biological Sequences ICML 2023

Does It Pay to Optimize AUC? AAAI 2023

Rogue Scores ACL 2023

Measuring Consistency in Text-based Financial Forecasting Models ACL 2023

Model Analysis & Evaluation for Ambiguous Question Answering ACL 2023

Demystifying Disagreement-on-the-Line in High Dimensions ICML 2023

An Effective Meaningful Way to Evaluate Survival Models ICML 2023