InterroLang: Exploring NLP Models and Datasets through Dialogue-based
Explanations

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations

9 October 2023

Nils Feldhus

Qianli Wang

Tatiana Anikina

Sebastian Möller

Papers citing "InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations"

11 / 11 papers shown

Title
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability Qianli Wang Mingyang Wang Nils Feldhus Simon Ostermann Yuan Cao Hinrich Schütze Sebastian Möller Vera Schmitt MQ 7 0 0 20 May 2025
Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Qianli Wang Van Bach Nguyen Nils Feldhus Luis Felipe Villa-Arenas Christin Seifert Sebastian Möller Vera Schmitt 2 0 0 20 May 2025
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller Vera Schmitt LRM 38 0 0 11 Sep 2024
Measuring User Understanding in Dialogue-based XAI Systems Dimitry Mindlin A. Robrecht Michael Morasch Philipp Cimiano 37 2 0 13 Aug 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller 19 2 0 12 Jun 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations Qianli Wang Tatiana Anikina Nils Feldhus Josef van Genabith Leonhard Hennig Sebastian Möller ELM LRM 20 8 0 23 Jan 2024
IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models Edoardo Mosca Daryna Dementieva Tohid Ebrahim Ajdari Maximilian Kummeth Kirill Gringauz Yutong Zhou Georg Groh 24 8 0 06 Mar 2023
Human Interpretation of Saliency-based Explanation Over Text Hendrik Schuff Alon Jacovi Heike Adel Yoav Goldberg Ngoc Thang Vu MILM XAI FAtt 148 39 0 27 Jan 2022
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 136 77 0 15 Jul 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 154 137 0 13 Jan 2021
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 278 622 0 04 Dec 2018