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Evaluation

1654 directly classified papers

Papers per year

Papers

DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues EMNLP 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
Language Model Evaluation Beyond Perplexity ACL 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ACL 2021
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research ACL 2021
We Need to Consider Disagreement in Evaluation ACL 2021
How Might We Create Better Benchmarks for Speech Recognition? ACL 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ ACL 2021
Evaluation Guidelines to Deal with Implicit Phenomena to Assess Factuality in Data-to-Text Generation ACL 2021
Human-Model Divergence in the Handling of Vagueness ACL 2021
Evaluation Scheme of Focal Translation for Japanese Partially Amended Statutes ACL 2021
Measuring and Improving Model-Moderator Collaboration using Uncertainty Estimation ACL 2021
A Comprehensive Assessment of Dialog Evaluation Metrics EMNLP 2021
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User Models EMNLP 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? IJCNLP 2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation EMNLP 2021
Detecting Post-Edited References and Their Effect on Human Evaluation EACL 2021
We Need To Talk About Random Splits EACL 2021
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR EACL 2021
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation EACL 2021
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021
A Systematic Review of Reproducibility Research in Natural Language Processing EACL 2021
Evaluating the Evaluation of Diversity in Natural Language Generation EACL 2021