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Interpretability

7318 directly classified papers

Papers per year

Papers

LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction ACL 2021

Intrinsically Interlingual: The Wn Python Library for Wordnets EACL 2021

Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021

Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach NIPS 2021

The Sparse Vector Technique, Revisited COLT 2021

A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI Interaction IJCAI 2021

Adaptive wavelet distillation from neural networks through interpretations NIPS 2021

A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist EACL 2021

The Great Misalignment Problem in Human Evaluation of NLP Methods EACL 2021

Learning to Predict Trustworthiness with Steep Slope Loss NIPS 2021

Agree to Disagree: Analysis of Inter-Annotator Disagreements in Human Evaluation of Machine Translation Output CONLL 2021

Editing a classifier by rewriting its prediction rules NIPS 2021

Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling NIPS 2021

SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency NAACL 2021

Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning NAACL 2021

Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021

MEAN: Multi-head Entity Aware Attention Networkfor Political Perspective Detection in News Media NAACL 2021

Fabula Entropy Indexing: Objective Measures of Story Coherence NAACL 2021

Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NIPS 2021

Enhancing Factual Consistency of Abstractive Summarization NAACL 2021

Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network NAACL 2021

Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis NAACL 2021

It’s Commonsense, isn’t it? Demystifying Human Evaluations in Commonsense-Enhanced NLG Systems EACL 2021

Language Model Augmented Relevance Score ACL 2021

All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text IJCNLP 2021