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submitted a paper to Daily Papers 21 days ago

LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals

Paper • 2601.10700 • Published 26 days ago • 18

authored a paper 11 months ago

AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation

Paper • 2503.19693 • Published Mar 25, 2025 • 76

authored 6 papers over 1 year ago

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

Paper • 2410.18889 • Published Oct 24, 2024 • 15

NL-Eye: Abductive NLI for Images

Paper • 2410.02613 • Published Oct 3, 2024 • 23

Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals

Paper • 2310.00603 • Published Oct 1, 2023

Measuring the Robustness of Natural Language Processing Models to Domain Shifts

Paper • 2306.00168 • Published May 31, 2023

A Functional Information Perspective on Model Interpretation

Paper • 2206.05700 • Published Jun 12, 2022

On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs

Paper • 2407.19200 • Published Jul 27, 2024 • 1