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Evaluation

1654 directly classified papers

Papers per year

Papers

Learning Prediction Intervals for Model Performance AAAI 2021
Active Bayesian Assessment of Black-Box Classifiers AAAI 2021
Generalization in Portfolio-Based Algorithm Selection AAAI 2021
Perception Score: A Learned Metric for Open-ended Text Generation Evaluation AAAI 2021
The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets AAAI 2021
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading AAAI 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021
An Analysis of LIME for Text Data AISTATS 2021
Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations. AISTATS 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing INTERSPEECH 2021
Revisiting Parity of Human vs. Machine Conversational Speech Transcription INTERSPEECH 2021
Multilingual Machine Translation Evaluation Metrics Fine-tuned on Pseudo-Negative Examples for WMT 2021 Metrics Task EMNLP 2021
RoBLEURT Submission for WMT2021 Metrics Task EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing EMNLP 2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction EMNLP 2021
Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias EMNLP 2021
A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric EMNLP 2021
Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021
Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? INTERSPEECH 2021
Speaker-Conversation Factorial Designs for Diarization Error Analysis INTERSPEECH 2021
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation EMNLP 2021
A Fine-Grained Analysis of BERTScore EMNLP 2021