Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies
Published in arxiv, 2023
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Publications
Algorithmic Vibe in Information Retrieval
Published in WWW 23 Proceedings of the ACM Web Conference, 2023
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Extracting Relevant Information from Users Utterances in Conversational Search and Recommendation
Published in The 28th ACM KDD22 Conference on Knowledge Discovery and Data Mining, 2022
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Learning Relevant Questions for Conversational Product Search using Deep Reinforcement Learning
Published in The Fifteenth ACM International Conference on Web Search and Data Mining, 2022
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Large-scale Interactive Conversational Recommendation System using Actor-Critic Framework
Published in The Fifteenth ACM Conference on Recommender Systems, 2021
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Passage Similarity and Diversification in Non-factoid Question Answering
Published in The 2021 ACM SIGIR International Conference on Theory of Information Retrieval, 2021
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Search Result Diversification with Guarantee of Topic Proportionality
Published in The 2020 ACM SIGIR on International Conference on Theory of Information Retrieval, 2020
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A Reinforcement Learning Framework for Relevance Feedback
Published in The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020
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Relevance Ranking Based on Query-Aware Context Analysis
Published in The 42th European Conference on Information Retrieval, 2020
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An Axiomatic Approach to Corpus-based Cross-language Information Retrieval
Published in Information Retrieval Journal, 2020
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Listwise Neural Ranking Models
Published in The 2019 ACM SIGIR international conference on theory of information retrieval, 2019
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Term Discrimination Value for Cross-Language Information Retrieval
Published in The 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019
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An Axiomatic Study of Query Terms Order in Ad-hoc Retrieval
Published in The 41th European Conference on Information Retrieval, 2019
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Deep Neural Networks for Query Expansion using Word Embeddings
Published in The 41th European Conference on Information Retrieval, 2019
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Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback
Published in The 41th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2018
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Term Proximity Constraints for Pseudo-Relevance Feedback
Published in The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
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Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic
Published in The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
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Iterative estimation of document relevance score for pseudo-relevance feedback
Published in The 39th European Conference on Information Retrieval, 2017
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Axiomatic analysis for improving the log-logistic feedback model
Published in The 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
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Cross Domain User Engagement Evaluation
Published in The 38th European Conference on Information Retrieval, 2016
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