conftrace_

model interpretability

519 papers

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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

IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023
An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure ACL 2023
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NIPS 2023
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees JMLR 2023
Towards Extracting and Understanding the Implicit Rubrics of Transformer Based Automatic Essay Scoring Models ACL 2023
Faithfulness Tests for Natural Language Explanations ACL 2023
Black-box language model explanation by context length probing ACL 2023
The Computational Complexity of Concise Hypersphere Classification ICML 2023
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023
Unfooling Perturbation-Based Post Hoc Explainers AAAI 2023
Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023
Analyzing Transformers in Embedding Space ACL 2023
NxPlain: A Web-based Tool for Discovery of Latent Concepts EACL 2023
Shapley Based Residual Decomposition for Instance Analysis ICML 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction ACL 2023
DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SEMEVAL 2023
Unisa at SemEval-2023 Task 3: A SHAP-based method for Propaganda Detection SEMEVAL 2023
On the Impact of Knowledge Distillation for Model Interpretability ICML 2023
Towards Better Explanations for Object Detection ACML 2023
Explain Any Concept: Segment Anything Meets Concept-Based Explanation NIPS 2023
Fairness Aware Counterfactuals for Subgroups NIPS 2023
HiBug: On Human-Interpretable Model Debug NIPS 2023
Evaluating Neuron Interpretation Methods of NLP Models NIPS 2023
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NIPS 2023