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Evaluation

1654 directly classified papers

Papers per year

Papers

It’s not a Non-Issue: Negation as a Source of Error in Machine Translation EMNLP 2020
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019
Unreproducible Research is Reproducible ICML 2019
Describing Like Humans: On Diversity in Image Captioning CVPR 2019
Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking CVPR 2019
Rethinking the Evaluation of Video Summaries CVPR 2019
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization EMNLP 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction EMNLP 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019
What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks AAAI 2019
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward AAAI 2019
Optimal Testing in the Experiment-rich Regime AISTATS 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
HighRES: Highlight-based Reference-less Evaluation of Summarization ACL 2019
Misleading Failures of Partial-input Baselines ACL 2019
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ACL 2019
Bias Analysis and Mitigation in the Evaluation of Authorship Verification ACL 2019
Challenges and frontiers in abusive content detection ACL 2019
On Understanding the Relation between Expert Annotations of Text Readability and Target Reader Comprehension ACL 2019
Modeling language learning using specialized Elo rating ACL 2019
Human-grounded Evaluations of Explanation Methods for Text Classification IJCNLP 2019
REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning IJCNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019
Cold Case: The Lost MNIST Digits NIPS 2019
Kernel Stein Tests for Multiple Model Comparison NIPS 2019