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Interpretability

7,318 papers

Papers per year

Papers

Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering NAACL 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation NAACL 2022
D2GCLF: Document-to-Graph Classifier for Legal Document Classification NAACL 2022
Automatic scoring of short answers using justification cues estimated by BERT NAACL 2022
Toward Automatic Discourse Parsing of Student Writing Motivated by Neural Interpretation NAACL 2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models NAACL 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts NAACL 2022
Overconfidence in the Face of Ambiguity with Adversarial Data NAACL 2022
Emoji semantics/pragmatics: investigating commitment and lying NAACL 2022
Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information NAACL 2022
The Birth of Bias: A case study on the evolution of gender bias in an English language model NAACL 2022
Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022
Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback NAACL 2022
An Interactive Exploratory Tool for the Task of Hate Speech Detection NAACL 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts NAACL 2022
Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles NAACL 2022
How Universal is Metonymy? Results from a Large-Scale Multilingual Analysis NAACL 2022
OK Boomer: Probing the socio-demographic Divide in Echo Chambers NAACL 2022
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models NAACL 2022
Measuring Alignment Bias in Neural Seq2seq Semantic Parsers NAACL 2022
Attributing Fair Decisions with Attention Interventions NAACL 2022
Explaining Neural NLP Models for the Joint Analysis of Open-and-Closed-Ended Survey Answers NAACL 2022
The Irrationality of Neural Rationale Models NAACL 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022