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

Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations EMNLP 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models ACL 2023
Probabilistic Reasoning and Learning for Trustworthy AI AAAI 2023
Towards Extracting and Understanding the Implicit Rubrics of Transformer Based Automatic Essay Scoring Models ACL 2023
Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023
Black-box language model explanation by context length probing ACL 2023
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers ACL 2023
Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023
Generalized Teacher Forcing for Learning Chaotic Dynamics ICML 2023
Defending against Insertion-based Textual Backdoor Attacks via Attribution ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023
Leaping Into Memories: Space-Time Deep Feature Synthesis ICCV 2023
Analyzing Transformers in Embedding Space ACL 2023
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees JMLR 2023
Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions AAAI 2023
Variable-Based Calibration for Machine Learning Classifiers AAAI 2023
A Closer Look at the Intervention Procedure of Concept Bottleneck Models ICML 2023
Relevant Walk Search for Explaining Graph Neural Networks ICML 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023
An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure ACL 2023
Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023