2024-09-30CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems has been accepted to EMNLP 2024 Findings and will be presented by Qianli in Miami, FL, USA. 🗽 His new work Cross-Refine is out on arXiv and currently in submission.
2024-09-08Traveling to Japan next week! 🗾 I will first give a talk at Eiji Aramaki’s Social Computing Lab at NAIST (Nara), attend the YRRSDS and SIGDIAL 2024 in Kyoto, and then head to Tokyo for INLG 2024.
2024-07-21Paper on sycophancy and political bias evaluation of (German) LLMs accepted to INLG 2024. I will visit Tokyo and present the poster on behalf of Max who I supervised. 🗼
2024-07-12First-author paper on instructional explanations in teacher-student dialogues accepted to ACM GoodIT. 🗝
2024-07-02Two new co-authored papers: On free-text rationale generation and readability (posted on arXiv) and on feature attribution for multimodal medical decision support (accepted to BioNLP @ ACL 2024).
2024-06-21New paper on intent recognition for conversational XAI, CoXQL, posted on arXiv.
2024-06-02QoEXplainer accepted to QoMEX and ACM IMX 2024.
2024-04-19LLMCheckup accepted to NAACL 2024 HCI+NLP! System demo paper on dialogue-based explainability for video streaming quality of experience in submission.
2024-03-31New paper on disinformation detection and the role of explainability accepted to FAccT 2024!
2024-03-23Excited to give a talk about Explanation Dialogues at the inaugural BIFOLD Tutorial Day on April 30.
2024-02-28Two new papers in submission: A follow-up to InterroLang on the conversational examination of self-explaining LLMs (LLMCheckup) and a resource and evaluation paper on instructional explanations in teacher-student dialogues (ReWIRED).
2023-11-13InterroLang will be presented as an in-person poster at BlackboxNLP (Thu, Dec 7, 11:00 AM) and Findings (Sat, Dec 9, 09:00 AM).
2023-11-03Invited talk at Human-Centric AI group of NEC Labs Europe, Heidelberg
2023-10-08InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations accepted to EMNLP 2023 Findings! 🦁 This is my fourth first-author paper and an implementation of the Mediators precursor paper.
2023-05-30Saliency Map Verbalization (first-author paper) accepted to ACL 2023! See you in Toronto! 🍁
2023-05-19Inseq accepted to ACL 2023! MultiTACRED which I reviewed for my colleagues has been accepted as well.
2023-02-27Inseq pre-print published on arXiv.
2022-12-26Three papers accepted to ESSV and HUCAPP. New interpretability library Inseq (project led by Gabriele Sarti) now available on GitHub.
2022-11-21Journal paper about “Interactive Explainable AI” accepted to KI.
2022-10-14First-author paper on “Saliency Map Verbalization” is now on arXiv.
2022-10-13One paper I reviewed for my colleagues was accepted to the EMNLP 2022 main track.
2022-07-04Companion paper to “Personalized Conversational Agents” accepted to SIGDIAL 2022.
2022-06-15Paper on “Personalized Conversational Agents” accepted to INTERSPEECH 2022.
2022-06-14“Mediators” is now available on arXiv.
2022-06-04First-author paper “Mediators: Conversational Agents Explaining Language Model Behavior” accepted to the IJCAI-ECAI 2022 Workshop on XAI.
2022-04-04Paper on “Textual Explanations for Clinical Decision Support” accepted to LREC as a poster.
2022-03-31Two papers I reviewed for my colleagues were accepted to the NLP-Power! and Repl4NLP workshops at ACL 2022
2022-03-22Project report on “XAI and meaningful information in automated decision-making” now available in full.