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Interpretability

7,318 papers

Papers per year

Papers

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL 2022
Controlling the Focus of Pretrained Language Generation Models ACL 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022
Probing Factually Grounded Content Transfer with Factual Ablation ACL 2022
Discontinuous Constituency and BERT: A Case Study of Dutch ACL 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022
Chinese Synesthesia Detection: New Dataset and Models ACL 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022
Translation Error Detection as Rationale Extraction ACL 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022
Emergent Structures and Training Dynamics in Large Language Models ACL 2022
Explainable Assessment of Healthcare Articles with QA ACL 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022
Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction ACL 2022
The Human Evaluation Datasheet: A Template for Recording Details of Human Evaluation Experiments in NLP ACL 2022
A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification ACL 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer ACL 2022
From qualifiers to quantifiers: semantic shift at the paradigm level ACL 2022
Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish ACL 2022
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection ACL 2022