Towards End-to-End Model-Agnostic Explanations for RAG Systems.

Viju Sudhi

Viju Sudhi Sinchana Ramakanth Bhat Max Rudat Roman Teucher Nicolas Flores-Herr Towards End-to-End Model-Agnostic Explanations for RAG Systems. 2025 September abs/2509.07620 CoRR https://doi.org/10.48550/arXiv.2509.07620 db/journals/corr/corr2509.html#abs-2509-07620 streams/journals/corr

Paramita Mirza Viju Sudhi Soumya Ranjan Sahoo Sinchana Ramakanth Bhat ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler. 8639-8651 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.758 conf/coling/2024 db/conf/coling/coling2024.html#MirzaSSB24 Md. Rashad Al Hasan Rony Soumya Ranjan Sahoo Abbas Goher Khan Ken E. Friedl Viju Sudhi Christian Süß Incorporating Query Recommendation for Improving In-Car Conversational Search. 304-312 2024 ECIR (5) https://doi.org/10.1007/978-3-031-56069-9_36 conf/ecir/2024-5 db/conf/ecir/ecir2024-5.html#RonySKFSS24 Viju Sudhi Sinchana Ramakanth Bhat Max Rudat Roman Teucher RAG-Ex: A Generic Framework for Explaining Retrieval Augmented Generation. 2024 SIGIR https://doi.org/10.1145/3626772.3657660 https://www.wikidata.org/entity/Q130863923 conf/sigir/2024 db/conf/sigir/sigir2024.html#SudhiBRT24 2776-2780

Paramita Mirza Viju Sudhi Soumya Ranjan Sahoo Sinchana Ramakanth Bhat ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler. 2024 abs/2403.17536 CoRR https://doi.org/10.48550/arXiv.2403.17536 db/journals/corr/corr2403.html#abs-2403-17536

Robert Kreher Annika Niemann Libin Kutty Viju Sudhi Bernhard Preim Daniel Behme Sylvia Saalfeld Geometric Deep Learning Vascular Domain Segmentation. 153-158 2023 Bildverarbeitung für die Medizin https://doi.org/10.1007/978-3-658-41657-7_34 conf/bildmed/2023 db/conf/bildmed/bildmed2023.html#KreherNKSPBS23 Md. Rashad Al Hasan Rony Christian Suess Sinchana Ramakanth Bhat Viju Sudhi Julia Schneider Maximilian Vogel Roman Teucher Ken E. Friedl Soumya R. Sahoo CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering. 586-604 2023 EMNLP (Industry Track) https://doi.org/10.18653/v1/2023.emnlp-industry.56 https://aclanthology.org/2023.emnlp-industry.56 conf/emnlp/2023i db/conf/emnlp/emnlp2023i.html#RonySBSSVTFS23

Viju Sudhi Libin Kutty Robin Gröpler Natural Language Processing for Requirements Formalization: How to Derive New Approaches? 2023 abs/2309.13272 CoRR https://doi.org/10.48550/arXiv.2309.13272 db/journals/corr/corr2309.html#abs-2309-13272

Md. Rashad Al Hasan Rony Christian Suess Sinchana Ramakanth Bhat Viju Sudhi Julia Schneider Maximilian Vogel Roman Teucher Ken E. Friedl Soumya Ranjan Sahoo CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering. 2023 abs/2310.09536 CoRR https://doi.org/10.48550/arXiv.2310.09536 db/journals/corr/corr2310.html#abs-2310-09536

Sabine Wehnert Shipra Dureja Libin Kutty Viju Sudhi Ernesto William De Luca Applying BERT Embeddings to Predict Legal Textual Entailment. 197-219 2022 16 Rev. Socionetwork Strateg. 1 https://doi.org/10.1007/s12626-022-00101-3 db/journals/rss/rss16.html#WehnertDKSL22

Robin Gröpler Libin Kutty Viju Sudhi Daran Smalley Automated Requirement Formalization Using Product Design Specifications. 2022 REFSQ Workshops https://ceur-ws.org/Vol-3122/NLP4RE-paper-1.pdf conf/refsq/2022w db/conf/refsq/refsq2022w.html#GroplerKSS22 Viju Sudhi Sabine Wehnert Norbert Michael Homner Sebastian Ernst Mark Gonter Andreas Krug Ernesto William De Luca BiTe-REx: An Explainable Bilingual Text Retrieval System in the Automotive Domain. 3251-3255 2022 SIGIR https://doi.org/10.1145/3477495.3531665 conf/sigir/2022 db/conf/sigir/sigir2022.html#SudhiWHEGKL22 Viju Sudhi Libin Kutty Robin Gröpler Natural Language Processing for Requirements Formalization: How to Derive New Approaches? 1-27 2021 CS&P (Revised Selected Papers) https://doi.org/10.1007/978-3-031-26651-5_1 conf/csp/2021r db/conf/csp/csp2021r.html#SudhiKG21 Robin Gröpler Viju Sudhi Emilio José Calleja García Andre Bergmann NLP-Based Requirements Formalization for Automatic Test Case Generation. 18-30 2021 CS&P https://ceur-ws.org/Vol-2951/paper15.pdf conf/csp/2021 db/conf/csp/csp2021.html#GroplerSGB21 Sabine Wehnert Viju Sudhi Shipra Dureja Libin Kutty Saijal Shahania Ernesto William De Luca Legal norm retrieval with variations of the bert model combined with TF-IDF vectorization. 285-294 2021 ICAIL https://doi.org/10.1145/3462757.3466104 conf/icail/2021 db/conf/icail/icail2021.html#WehnertSDKSL21 Daniel Behme Andre Bergmann Sinchana Ramakanth Bhat Shipra Dureja Sebastian Ernst Nicolas Flores-Herr Ken E. Friedl Emilio José Calleja García Mark Gonter Robin Gröpler Norbert Michael Homner Abbas Goher Khan Robert Kreher Andreas Krug Libin Kutty Ernesto William De Luca Paramita Mirza Annika Niemann Bernhard Preim Md. Rashad Al Hasan Rony Max Rudat Sylvia Saalfeld Soumya Ranjan SahooSoumya R. Sahoo Julia Schneider Saijal Shahania Daran Smalley Christian SüßChristian Suess Roman Teucher Maximilian Vogel Sabine Wehnert