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Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations

, , , and . ACM Transactions on Information Systems, 39 (1): 1-42 (January 2019)cite arxiv:1905.01997Comment: 41 pages, 19 figures, 6 tables, 155 references, TOIS accepted.
DOI: 10.1145/3423044

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TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base., , , , , , and . EMNLP, page 8108-8121. Association for Computational Linguistics, (2022)Question Decomposition Tree for Answering Complex Questions over Knowledge Bases., , , , and . AAAI, page 12924-12932. AAAI Press, (2023)EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases., , , and . ISWC, volume 12922 of Lecture Notes in Computer Science, page 128-145. Springer, (2021)Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments., , , , , , , , and . CoRR, (2024)Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations, , , and . ACM Transactions on Information Systems, 39 (1): 1-42 (January 2019)cite arxiv:1905.01997Comment: 41 pages, 19 figures, 6 tables, 155 references, TOIS accepted.Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases., and . EACL (Student Research Workshop), page 71-88. Association for Computational Linguistics, (2024)Deep Learning-based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations., , , and . CoRR, (2019)Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases., and . CoRR, (2023)TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases., , , , , , and . CoRR, (2022)Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases., , , and . COLING, page 1687-1696. International Committee on Computational Linguistics, (2022)