Dr Debasis Ganguly

  • Lecturer in Data Science (School of Computing Science)

email: Debasis.Ganguly@glasgow.ac.uk

Room M111, Computing Science, Sir Alwyn Williams Bldg, Glasgow, G12 8QQ

Import to contacts

ORCID iDhttps://orcid.org/0000-0003-0050-7138

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021
Number of items: 38.

2024

Chandra, M., Ganguly, D. and Ounis, I. (2024) One Size Doesn’t Fit All: Predicting the Number of Examples for In-Context Learning. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Tian, F., Ganguly, D. and Macdonald, C. (2024) Is Relevance Propagated from Retriever to Generator in RAG? In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Ganguly, D. (2024) Chronological Evaluation of Emerging Methodology Extraction from AI Literature. In: ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2024), Hong Kong, 16-20 Dec 2024, (Accepted for Publication)

Sinhababu, N., Parry, A., Ganguly, D. , Samanta, D. and Mitra, P. (2024) Few-shot Pairwise Ranking Prompting: An Effective Non-Parametric Retrieval Model. In: 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, 12–16 November 2024, (Accepted for Publication)

Parry, A., MacAvaney, S. and Ganguly, D. (2024) Top-Down Partitioning for Efficient List-Wise Ranking. ReNeuIR'24, Washington, DC, USA, 18 July 2024. (Accepted for Publication)

Parry, A., MacAvaney, S. and Ganguly, D. (2024) Exploiting Positional Bias for Query-Agnostic Generative Content in Search. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 August 2024, (Accepted for Publication)

Santra, P., Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Naskar, S. K. (2024) "The absence of evidence is not the evidence of absence": Fact Verification via Information Retrieval-based In-Context Learning. In: 26th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2024), Naples, Italy, 26-28 August 2024, (Accepted for Publication)

Ghosh, M., Mukherjee, S., Ganguly, A., Basuchowdhuri, P., Naskar, S. K. and Ganguly, D. (2024) AlpaPICO: Extraction of PICO frames from clinical trial documents using LLMs. Methods, 226, pp. 78-88. (doi: 10.1016/j.ymeth.2024.04.005) (PMID:38643910)

Parry, A., Ganguly, D. and Chandra, M. (2024) In-Context Learning or: How I Learned to Stop Worrying and Love Applied Information Retrieval. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 Jul 2024, (Accepted for Publication)

Vanneste, J., Verma, M. and Ganguly, D. (2024) Detecting and Explaining Emotions in Video Advertisements. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 Jul 2024, (Accepted for Publication)

Santra, P., Ghosh, M., Mukherjee, S., Ganguly, D. , Basuchowdhuri, P. and Naskar, S. K. (2024) Unleashing the Power of Large Language Models: A Hands-On Tutorial. In: 15th Annual Meeting of the Forum for Information Retrieval Evaluation, Panjim, Goa, India, 15-18 Dec 2023, pp. 149-152. ISBN 9798400716324 (doi: 10.1145/3632754.3632943)

Satapara, S., Mehta, P., Modha, S. and Ganguly, D. (2024) Indian Language Summarization at FIRE 2023. In: 15th Annual Meeting of the Forum for Information Retrieval Evaluation, Panjim, Goa, India, 15-18 Dec 2023, pp. 27-29. (doi: 10.1145/3632754.3634662)

2023

Pandian, S., Ganguly, D. and MacAvaney, S. (2023) Evaluating the Explainability of Neural Rankers. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Datta, S., Ganguly, D. , MacAvaney, S. and Greene, D. (2023) A Deep Learning Approach for Selective Relevance Feedback. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Adhikary, S., Roy, D., Ganguly, D. , Kumar Guha, S. and Ghosh, K. (2023) LeDA: a system for legal data annotation. In: Sileno, Giovanni, Spanakis, Jerry and van Dijck, Gijs (eds.) Legal Knowledge and Information Systems. Series: Frontiers in artificial intelligence and applications (379). IOS Press, pp. 370-367. ISBN 9781643684734 (doi: 10.3233/faia230990)

Chandra, M., Ganguly, D. , Saha, T. and Ounis, I. (2023) 'Choose Your Data Wisely’: Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 3768-3772. ISBN 9798400701245 (doi: 10.1145/3583780.3615261)

Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Kumar Naskar, S. (2023) Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 3897-3901. ISBN 9798400701245 (doi: 10.1145/3583780.3615258)

Saha, T., Ganguly, D. , Saha, S. and Mitra, P. (2023) Workshop on Large Language Models' Interpretability and Trustworthiness (LLMIT). In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 5290-5293. ISBN 9798400701245 (doi: 10.1145/3583780.3615311)

Ganguly, D. and Yilmaz, E. (2023) Query-Specific Variable Depth Pooling via Query Performance Prediction. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2303-2307. ISBN 9781450394086 (doi: 10.1145/3539618.3592046)

Llordes, M., Ganguly, D. , Bhatia, S. and Agarwal, C. (2023) Explain Like I am BM25: Interpreting a Dense Model’s Ranked-List with a Sparse Approximation. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 1976-1980. ISBN 9781450394086 (doi: 10.1145/3539618.3591982)

Singh, A., Ganguly, D. , Datta, S. and McDonald, C. (2023) Unsupervised Query Performance Prediction for Neural Models with Pairwise Rank Preferences. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2486-2490. ISBN 9781450394086 (doi: 10.1145/3539618.3592082)

Datta, S., Ganguly, D. , Mitra, M. and Greene, D. (2023) A relative information gain-based query performance prediction framework with generated query variants. ACM Transactions on Information Systems, 41(2), 38. (doi: 10.1145/3545112)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2023) On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 7-12.

Datta, S., Ganguly, D. , Mothe, J. and Ullah, M. Z. (2023) Combining Word Embedding Interactions and LETOR Feature Evidences for Supervised QPP. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 13-19.

Ganguly, D. , Conrad, J. G., Ghosh, K., Ghosh, S., Goyal, P., Bhattacharya, P., Nigam, S. K. and Paul, S. (2023) Legal IR and NLP: The History, Challenges, and State-of-the-Art. In: 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, 02-06 Apr 2023, pp. 331-340. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_34)

Ganguly, D. , Parker, A. and Aji Mattew, S. (2023) Automatic Videography Generation from Audio Tracks. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 281-287. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_27)

2022

Jones, G. J.F., Sen, P., Ganguly, D. and Yilmaz, E. (2022) Workshop on Proactive and Agent-Supported Information Retrieval (PASIR). In: CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, US, 17-21 Oct 2022, pp. 5167-5168. ISBN 9781450392365 (doi: 10.1145/3511808.3557939)

Sen, P., Saha, S., Ganguly, D. , Verma, M. and Roy, D. (2022) Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 4449-4453. ISBN 9781450392365 (doi: 10.1145/3511808.3557637)

Sen, P., Ganguly, D. and Jones, G. J.F. (2022) I know what you need: investigating document retrieval effectiveness with partial session contexts. ACM Transactions on Information Systems, 40(3), pp. 1-30. (doi: 10.1145/3488667)

Datta, S., MacAvaney, S. , Ganguly, D. and Greene, D. (2022) A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2148-2153. ISBN 9781450387323 (doi: 10.1145/3477495.3531821)

Sen, P., Mishra, S., Ganguly, D. and Majumder, P. (2022) A Combination of 'Intra and Inter Collection' Relevance Models for Ad-hoc Retrieval in Precision Medicine. CIRCLE 2022, Toulouse, France, 04-07 Jul 2022.

Ganguly, D. , Datta, S., Mitra, M. and Greene, D. (2022) An Analysis of Variations in the Effectiveness of Query Performance Prediction. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 215-229. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_15)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2022) Deep-QPP: a Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. In: WSDM '22: 15th ACM International Conference on Web Search and Data Mining, 21-25 Feb 2022, pp. 201-209. ISBN 9781450391320

Biswas, C., Ganguly, D. , Mukherjee, P., Bhattacharya, U. and Hou, Y. (2022) Privacy-aware supervised classification: An informative subspace based multi-objective approach. Pattern Recognition, 122, 108301. (doi: 10.1016/j.patcog.2021.108301)

Biswas, C., Ganguly, D. , Roy, D. and Bhattacharya, U. (2022) Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering. Information Processing and Management, 60(1), 103109. (doi: 10.1016/j.ipm.2022.103109)

2021

Mondal, I., Sen, P. and Ganguly, D. (2021) Multi-Objective Few-shot Learning for Fair Classification. In: 30th ACM International Conference on Information and Knowledge Management (CIKM '21), Queensland, Australia (Virtual Event), 1-5 Nov 2021, pp. 3338-3342. (doi: 10.1145/3459637.3482146)

Pal, D. and Ganguly, D. (2021) Effective Query Formulation in Conversation Contextualization: A Query Specificity-based Approach. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 177-183. ISBN 9781450386111 (doi: 10.1145/3471158.3472237)

Chandra, M., Ganguly, D. , Mitra, P., Pal, B. and Thomas, J. (2021) NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns. In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21), 11-15 July 2021, pp. 2242-2246. (doi: 10.1145/3404835.3463082)

This list was generated on Fri Mar 28 12:32:40 2025 GMT.
Number of items: 38.

Articles

Ghosh, M., Mukherjee, S., Ganguly, A., Basuchowdhuri, P., Naskar, S. K. and Ganguly, D. (2024) AlpaPICO: Extraction of PICO frames from clinical trial documents using LLMs. Methods, 226, pp. 78-88. (doi: 10.1016/j.ymeth.2024.04.005) (PMID:38643910)

Datta, S., Ganguly, D. , Mitra, M. and Greene, D. (2023) A relative information gain-based query performance prediction framework with generated query variants. ACM Transactions on Information Systems, 41(2), 38. (doi: 10.1145/3545112)

Sen, P., Ganguly, D. and Jones, G. J.F. (2022) I know what you need: investigating document retrieval effectiveness with partial session contexts. ACM Transactions on Information Systems, 40(3), pp. 1-30. (doi: 10.1145/3488667)

Biswas, C., Ganguly, D. , Mukherjee, P., Bhattacharya, U. and Hou, Y. (2022) Privacy-aware supervised classification: An informative subspace based multi-objective approach. Pattern Recognition, 122, 108301. (doi: 10.1016/j.patcog.2021.108301)

Biswas, C., Ganguly, D. , Roy, D. and Bhattacharya, U. (2022) Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering. Information Processing and Management, 60(1), 103109. (doi: 10.1016/j.ipm.2022.103109)

Book Sections

Adhikary, S., Roy, D., Ganguly, D. , Kumar Guha, S. and Ghosh, K. (2023) LeDA: a system for legal data annotation. In: Sileno, Giovanni, Spanakis, Jerry and van Dijck, Gijs (eds.) Legal Knowledge and Information Systems. Series: Frontiers in artificial intelligence and applications (379). IOS Press, pp. 370-367. ISBN 9781643684734 (doi: 10.3233/faia230990)

Conference or Workshop Item

Parry, A., MacAvaney, S. and Ganguly, D. (2024) Top-Down Partitioning for Efficient List-Wise Ranking. ReNeuIR'24, Washington, DC, USA, 18 July 2024. (Accepted for Publication)

Sen, P., Mishra, S., Ganguly, D. and Majumder, P. (2022) A Combination of 'Intra and Inter Collection' Relevance Models for Ad-hoc Retrieval in Precision Medicine. CIRCLE 2022, Toulouse, France, 04-07 Jul 2022.

Conference Proceedings

Chandra, M., Ganguly, D. and Ounis, I. (2024) One Size Doesn’t Fit All: Predicting the Number of Examples for In-Context Learning. In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Tian, F., Ganguly, D. and Macdonald, C. (2024) Is Relevance Propagated from Retriever to Generator in RAG? In: 47th European Conference on Information Retrieval (ECIR 2025), Lucca, Italy, 06-10 Apr 2025, (Accepted for Publication)

Ganguly, D. (2024) Chronological Evaluation of Emerging Methodology Extraction from AI Literature. In: ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2024), Hong Kong, 16-20 Dec 2024, (Accepted for Publication)

Sinhababu, N., Parry, A., Ganguly, D. , Samanta, D. and Mitra, P. (2024) Few-shot Pairwise Ranking Prompting: An Effective Non-Parametric Retrieval Model. In: 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, 12–16 November 2024, (Accepted for Publication)

Parry, A., MacAvaney, S. and Ganguly, D. (2024) Exploiting Positional Bias for Query-Agnostic Generative Content in Search. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 August 2024, (Accepted for Publication)

Santra, P., Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Naskar, S. K. (2024) "The absence of evidence is not the evidence of absence": Fact Verification via Information Retrieval-based In-Context Learning. In: 26th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2024), Naples, Italy, 26-28 August 2024, (Accepted for Publication)

Parry, A., Ganguly, D. and Chandra, M. (2024) In-Context Learning or: How I Learned to Stop Worrying and Love Applied Information Retrieval. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 Jul 2024, (Accepted for Publication)

Vanneste, J., Verma, M. and Ganguly, D. (2024) Detecting and Explaining Emotions in Video Advertisements. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 Jul 2024, (Accepted for Publication)

Santra, P., Ghosh, M., Mukherjee, S., Ganguly, D. , Basuchowdhuri, P. and Naskar, S. K. (2024) Unleashing the Power of Large Language Models: A Hands-On Tutorial. In: 15th Annual Meeting of the Forum for Information Retrieval Evaluation, Panjim, Goa, India, 15-18 Dec 2023, pp. 149-152. ISBN 9798400716324 (doi: 10.1145/3632754.3632943)

Satapara, S., Mehta, P., Modha, S. and Ganguly, D. (2024) Indian Language Summarization at FIRE 2023. In: 15th Annual Meeting of the Forum for Information Retrieval Evaluation, Panjim, Goa, India, 15-18 Dec 2023, pp. 27-29. (doi: 10.1145/3632754.3634662)

Pandian, S., Ganguly, D. and MacAvaney, S. (2023) Evaluating the Explainability of Neural Rankers. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Datta, S., Ganguly, D. , MacAvaney, S. and Greene, D. (2023) A Deep Learning Approach for Selective Relevance Feedback. In: 46th European Conference on Information Retrieval (ECIR2024), Glasgow, Scotland, 24-28 March 2024, (Accepted for Publication)

Chandra, M., Ganguly, D. , Saha, T. and Ounis, I. (2023) 'Choose Your Data Wisely’: Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 3768-3772. ISBN 9798400701245 (doi: 10.1145/3583780.3615261)

Ghosh, M., Ganguly, D. , Basuchowdhuri, P. and Kumar Naskar, S. (2023) Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach. In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 3897-3901. ISBN 9798400701245 (doi: 10.1145/3583780.3615258)

Saha, T., Ganguly, D. , Saha, S. and Mitra, P. (2023) Workshop on Large Language Models' Interpretability and Trustworthiness (LLMIT). In: 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), Birmingham, UK, 21-25 Oct 2023, pp. 5290-5293. ISBN 9798400701245 (doi: 10.1145/3583780.3615311)

Ganguly, D. and Yilmaz, E. (2023) Query-Specific Variable Depth Pooling via Query Performance Prediction. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2303-2307. ISBN 9781450394086 (doi: 10.1145/3539618.3592046)

Llordes, M., Ganguly, D. , Bhatia, S. and Agarwal, C. (2023) Explain Like I am BM25: Interpreting a Dense Model’s Ranked-List with a Sparse Approximation. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 1976-1980. ISBN 9781450394086 (doi: 10.1145/3539618.3591982)

Singh, A., Ganguly, D. , Datta, S. and McDonald, C. (2023) Unsupervised Query Performance Prediction for Neural Models with Pairwise Rank Preferences. In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR23), Taipei, Taiwan, 23-27 July 2023, pp. 2486-2490. ISBN 9781450394086 (doi: 10.1145/3539618.3592082)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2023) On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 7-12.

Datta, S., Ganguly, D. , Mothe, J. and Ullah, M. Z. (2023) Combining Word Embedding Interactions and LETOR Feature Evidences for Supervised QPP. In: QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks, Dublin, Ireland, 06 Apr 2023, pp. 13-19.

Ganguly, D. , Conrad, J. G., Ghosh, K., Ghosh, S., Goyal, P., Bhattacharya, P., Nigam, S. K. and Paul, S. (2023) Legal IR and NLP: The History, Challenges, and State-of-the-Art. In: 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, 02-06 Apr 2023, pp. 331-340. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_34)

Ganguly, D. , Parker, A. and Aji Mattew, S. (2023) Automatic Videography Generation from Audio Tracks. In: 45th European Conference on Information Retrieval (ECIR'23), Dublin, Ireland, 02-06 Apr 2023, pp. 281-287. ISBN 9783031282409 (doi: 10.1007/978-3-031-28241-6_27)

Jones, G. J.F., Sen, P., Ganguly, D. and Yilmaz, E. (2022) Workshop on Proactive and Agent-Supported Information Retrieval (PASIR). In: CIKM '22: The 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, US, 17-21 Oct 2022, pp. 5167-5168. ISBN 9781450392365 (doi: 10.1145/3511808.3557939)

Sen, P., Saha, S., Ganguly, D. , Verma, M. and Roy, D. (2022) Measuring and Comparing the Consistency of IR Models for Query Pairs with Similar and Different Information Needs. In: 31st ACM International Conference on Information and Knowledge Management (CIKM '22), Atlanta, Georgia, USA, 17-21 October 2022, pp. 4449-4453. ISBN 9781450392365 (doi: 10.1145/3511808.3557637)

Datta, S., MacAvaney, S. , Ganguly, D. and Greene, D. (2022) A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. In: SIGIR 2022: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11-15 Jul 2022, pp. 2148-2153. ISBN 9781450387323 (doi: 10.1145/3477495.3531821)

Ganguly, D. , Datta, S., Mitra, M. and Greene, D. (2022) An Analysis of Variations in the Effectiveness of Query Performance Prediction. In: 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, 10-14 Apr 2022, pp. 215-229. ISBN 9783030997359 (doi: 10.1007/978-3-030-99736-6_15)

Datta, S., Ganguly, D. , Greene, D. and Mitra, M. (2022) Deep-QPP: a Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. In: WSDM '22: 15th ACM International Conference on Web Search and Data Mining, 21-25 Feb 2022, pp. 201-209. ISBN 9781450391320

Mondal, I., Sen, P. and Ganguly, D. (2021) Multi-Objective Few-shot Learning for Fair Classification. In: 30th ACM International Conference on Information and Knowledge Management (CIKM '21), Queensland, Australia (Virtual Event), 1-5 Nov 2021, pp. 3338-3342. (doi: 10.1145/3459637.3482146)

Pal, D. and Ganguly, D. (2021) Effective Query Formulation in Conversation Contextualization: A Query Specificity-based Approach. In: 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2021), 11 Jul 2021, pp. 177-183. ISBN 9781450386111 (doi: 10.1145/3471158.3472237)

Chandra, M., Ganguly, D. , Mitra, P., Pal, B. and Thomas, J. (2021) NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns. In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 21), 11-15 July 2021, pp. 2242-2246. (doi: 10.1145/3404835.3463082)

This list was generated on Fri Mar 28 12:32:40 2025 GMT.

Supervision

  • Bosman, Isak
    Optimizing Natural Language Processing on Edge Devices
  • Chang, Xuejun
    Improving Information Retrieval Systems using Large Language Model Reasoning
  • Parry, Andrew
    Modelling Uncertainties in Neural Networks for Improved Defence against Adversarial Attacks