The ISMIR Explorer - A Visual Interface for Exploring 20 Years of ISMIR Publications. - Thomas Low; Christian Hentschel; Sayantan Polley; Anustup Das; Harald Sack; Andreas Nürnberger; Sebastian Stober (ISMIR, 2019)

SIMFIC: An Explainable Book Search Companion. - Sayantan Polley; Suhita Ghosh; Marcus Thiel; Michael Kotzyba; Andreas Nürnberger (ICHMS, 2020)

Evaluating Reliability in Explainable Search. - Aditya Dey; Chandan Radhakrishna; Nishitha Nancy Lima; Suraj Shashidhar; Sayantan Polley; Marcus Thiel; Andreas Nürnberger (ICHMS, 2021)

IRTEX: Image Retrieval with Textual Explanations. - Tarun Gupta; Libin Kutty; Ritu Gahir; Nnamdi Ukwu; Sayantan Polley; Marcus Thiel (ICHMS, 2021)

Towards Trustworthiness in the Context of Explainable Search. - Sayantan Polley; Rashmi Raju Koparde; Akshaya Bindu Gowri; Maneendra Perera; Andreas Nürnberger (SIGIR, 2021)

X-Vision: Explainable Image Retrieval by Re-Ranking in Semantic Space. - Sayantan Polley; Subhajit Mondal; Venkata Srinath Mannam; Kushagra Kumar; Subhankar Patra; Andreas Nürnberger (CIKM, 2022)

Towards Explainable Search in Legal Text. - Sayantan Polley (ECIR (2), 2022)

Harnessing AI and Machine Learning for Improved Cash Flow Forecasting. - Soumit Roy; Sayantan Polley; Saurav De; Chetan Gangwal; Chittresh Mitra (DoSIER, 2024)

RelEx: An XAI-Enhanced Relevance Feedback Model for User-Adaptive Explanations. - Sayantan Polley; Govind Shukla; Pritha Ghosal; Andreas Nürnberger (SIGIR, 2025)