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Evaluation

1654 directly classified papers

Papers per year

Papers

Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric ACL 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification ACL 2022
A global analysis of metrics used for measuring performance in natural language processing ACL 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks NAACL 2022
Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022
Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022
Benchmarking Intersectional Biases in NLP NAACL 2022
Exposing the Limits of Video-Text Models through Contrast Sets NAACL 2022
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022
Generalization Analysis on Learning with a Concurrent Verifier NIPS 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NIPS 2022
Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022
Pre-trained language models evaluating themselves - A comparative study ACL 2022
On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets ACL 2022
First the Worst: Finding Better Gender Translations During Beam Search ACL 2022
AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark ACL 2022
Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022
Rethinking and Refining the Distinct Metric ACL 2022
An Analysis of Negation in Natural Language Understanding Corpora ACL 2022
Data Contamination: From Memorization to Exploitation ACL 2022
SummScreen: A Dataset for Abstractive Screenplay Summarization ACL 2022
ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments ACL 2022