conftrace_

model interpretability

519 papers

Explore in graph

Co-occurring keywords

feature attribution (280) text classification (6793) neural network (6616) large language model (13587) explainable ai (480) model explanation (155) language model (4599) attention mechanism (4001) shapley value (206) representation learning (6206)

Papers

NLP+Vis: NLP Meets Visualization EMNLP 2023
“Honey, Tell Me What’s Wrong”, Global Explanation of Textual Discriminative Models through Cooperative Generation EMNLP 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023
Enhancing textual counterfactual explanation intelligibility through Counterfactual Feature Importance ACL 2023
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency NIPS 2023
Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023
Defending against Insertion-based Textual Backdoor Attacks via Attribution ACL 2023
The Parameterized Complexity of Finding Concise Local Explanations IJCAI 2023
IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023
On the Impact of Knowledge Distillation for Model Interpretability ICML 2023
Shapley Based Residual Decomposition for Instance Analysis ICML 2023
Towards Explainable and Accessible AI EMNLP 2023
Using Captum to Explain Generative Language Models EMNLP 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models NIPS 2023
Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023
Disentangling the Linguistic Competence of Privacy-Preserving BERT EMNLP 2023
A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models EMNLP 2023
An Attribution Method for Siamese Encoders EMNLP 2023
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NIPS 2023
Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023
DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SEMEVAL 2023
Towards Extracting and Understanding the Implicit Rubrics of Transformer Based Automatic Essay Scoring Models ACL 2023
On the Diversity and Limits of Human Explanations NAACL 2022
Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022