Research output per year
Research output per year
Personal profile
Research Interests
- Neural Information Retrieval
- Conversational AI
- RAG
- Knowledge Graphs
- LLM's
Disciplines
- Computer Sciences
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Dive into the research topics where Shubham Chatterjee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Explainable AI: Enhancing Transparency and Trust in Educational Technology
Barman, A., Acharya, A., Mukherjee, S., Chatterjee, S. & Deyasi, A., Jan 1 2026, Machine Learning based Approaches for Pedagogical Data Analysis. CRC Press, p. 222-241 20 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Interplay: Training Independent Simulators for Reference-Free Conversational Recommendation
Ramos, J., Xia, F., Wang, X., Chatterjee, S., Fu, X., Rahmani, H. A. & Lipani, A., 2026, Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Proceedings. Campos, R., Jatowt, A., Lan, Y., Aliannejadi, M., Bauer, C., MacAvaney, S., Anand, A., Ren, Z., Verberne, S., Bai, N. & Mansoury, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 629-644 16 p. (Lecture Notes in Computer Science; vol. 16483 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On the Theoretical Advantages of Bilinear Similarities in Dense Retrieval
Chatterjee, S., 2026, Similarity Search and Applications - 18th International Conference, SISAP 2025, Proceedings. Amato, G., Mic, V., Traina, A., Messina, N., Amsaleg, L., Þór Guðmundsson, G., Þór Jónsson, B. & Vadicamo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 132-139 8 p. (Lecture Notes in Computer Science; vol. 16134 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ProActLLM: Proactive Conversational Information Seeking with Large Language Models
Chatterjee, S., Wang, X., Zhang, S., Ebrahimi, S., Ren, Z., Ganguly, D., Jones, G., Yilmaz, E. & Zamani, H., Nov 10 2025, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 6894-6897 4 p. (CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking
Chatterjee, S. & Dalton, J., Jul 13 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2255-2265 11 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access