← Keywords

model evaluation

442 papers

Explore in graph

Co-occurring keywords

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

WER we are and WER we think we are EMNLP 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning ACL 2020
Approximate Cross-Validation for Structured Models NIPS 2020
Rethinking the Value of Transformer Components COLING 2020
ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation EMNLP 2020
Precision-Recall Curves Using Information Divergence Frontiers AISTATS 2020
Evaluating Lossy Compression Rates of Deep Generative Models ICML 2020
Second-Order NLP Adversarial Examples EMNLP 2020
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020
Identifying Model Weakness with Adversarial Examiner AAAI 2020
Temporally-Informed Analysis of Named Entity Recognition ACL 2020
What do we expect from Multiple-choice QA Systems? EMNLP 2020
Evaluation of Coreference Resolution Systems Under Adversarial Attacks EMNLP 2020
Analyzing Neural Discourse Coherence Models EMNLP 2020
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList ACL 2020
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning EMNLP 2020
Accurate Layerwise Interpretable Competence Estimation NIPS 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift EMNLP 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019
Pitfalls in the Evaluation of Sentence Embeddings ACL 2019
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets NAACL 2019
GEval: Tool for Debugging NLP Datasets and Models ACL 2019
Interpreting and Evaluating Neural Network Robustness IJCAI 2019
Unreproducible Research is Reproducible ICML 2019