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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

NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation EMNLP 2023
EVALIGN: Visual Evaluation of Translation Alignment Models EACL 2023
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI) EMNLP 2023
How Well Do Text Embedding Models Understand Syntax? EMNLP 2023
On General Language Understanding EMNLP 2023
ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments AUTOML 2023
Can we trust the evaluation on ChatGPT? ACL 2023
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023
Bounding Evidence and Estimating Log-Likelihood in VAE AISTATS 2023
DataPerf: Benchmarks for Data-Centric AI Development NIPS 2023
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data NIPS 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks ACL 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL 2022
BBQ: A hand-built bias benchmark for question answering ACL 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL 2022
Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation NIPS 2022
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation NIPS 2022
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models EMNLP 2022
Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NIPS 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
Non-Autoregressive Neural Machine Translation: A Call for Clarity EMNLP 2022