Research
All
2024
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models
AAAI 2024
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20 Feb 2024
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arxiv:2312.11036
Metacognitive Retrieval-Augmented Large Language Models
WWW 2024
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18 Feb 2024
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arxiv:2402.11626
Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism
WWW 2024
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16 Feb 2024
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arxiv:2402.10548
Intent-oriented Dynamic Interest Modeling for Personalized Web Search
ACM TOIS
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09 Feb 2024
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doi:10.1145/3639817
Integrated Personalized and Diversified Search Based on Search Logs
IEEE TKDE
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01 Feb 2024
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doi:10.1109/TKDE.2023.3291006
Personalized and Diversified: Ranking Search Results in an Integrated Way
ACM TOIS
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22 Jan 2024
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doi:10.1145/3631989
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
arXiv
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12 Jan 2024
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arxiv:2401.06532
Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon
arXiv
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07 Jan 2024
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arxiv:2401.03462
2023
Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search
EMNLP 2023 Findings
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01 Dec 2023
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doi:10.18653/v1/2023.findings-emnlp.86
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval
EMNLP 2023
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01 Dec 2023
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doi:10.18653/v1/2023.emnlp-main.116
Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback
EMNLP 2023
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01 Dec 2023
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doi:10.18653/v1/2023.emnlp-main.768
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm
IEEE TKDE
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15 Nov 2023
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doi:10.1109/TKDE.2023.3332858
DeepQFM: a deep learning based query facets mining method
IR Journal
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30 Oct 2023
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doi:10.1007/s10791-023-09427-0
VILE: Block-Aware Visual Enhanced Document Retrieval
CIKM 2023
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21 Oct 2023
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doi:10.1145/3583780.3615107
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR
CIKM 2023
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21 Oct 2023
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doi:10.1145/3583780.3614993
Retrieve Anything To Augment Large Language Models
arXiv
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11 Oct 2023
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arxiv:2310.07554
Case Retrieval for Legal Judgment Prediction in Legal Artificial Intelligence
CCL 2023
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20 Sep 2023
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doi:10.1007/978-981-99-6207-5_27
Learning on Structured Documents for Conditional Question Answering
CCL 2023
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20 Sep 2023
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doi:10.1007/978-981-99-6207-5_3
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection
arXiv
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30 Aug 2023
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arxiv:2308.15711
Large Language Models for Information Retrieval: A Survey
arXiv
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14 Aug 2023
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arxiv:2308.07107
Improving Search Clarification with Structured Information Extracted from Search Results
KDD 2023
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04 Aug 2023
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doi:10.1145/3580305.3599389
Contrastive Learning for User Sequence Representation in Personalized Product Search
KDD 2023
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04 Aug 2023
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doi:10.1145/3580305.3599287
PSLOG: Pretraining with Search Logs for Document Ranking
KDD 2023
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04 Aug 2023
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doi:10.1145/3580305.3599477
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community
AI Open
·
01 Aug 2023
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doi:10.1016/j.aiopen.2023.08.001
JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions
SIGIR 2023 Resource
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18 Jul 2023
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doi:10.1145/3539618.3591900
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning
ACL 2023 Findings
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01 Jul 2023
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doi:10.18653/v1/2023.findings-acl.148
Search-oriented Conversational Query Editing
ACL 2023 Findings
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01 Jul 2023
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doi:10.18653/v1/2023.findings-acl.256
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search
AAAI 2023
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26 Jun 2023
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doi:10.1609/aaai.v37i4.25607
RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit
arXiv
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08 Jun 2023
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arxiv:2306.05212
Term-Sets Can Be Strong Document Identifiers For Auto-Regressive Search Engines
arXiv
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23 May 2023
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arxiv:2305.13859
Incorporating Explicit Subtopics in Personalized Search
WWW 2023
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30 Apr 2023
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doi:10.1145/3543507.3583488
Learning Denoised and Interpretable Session Representation for Conversational Search
WWW 2023
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30 Apr 2023
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doi:10.1145/3543507.3583265
Contrastive Learning for Legal Judgment Prediction
ACM TOIS
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21 Apr 2023
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doi:10.1145/3580489
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus
arXiv
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10 Apr 2023
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arxiv:2304.04358
GDESA: Greedy Diversity Encoder with Self-Attention for Search Results Diversification
ACM TOIS
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03 Apr 2023
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doi:10.1145/3544103
Enhancing Potential Re-finding in Personalized Search with Hierarchical Memory Networks
IEEE TKDE
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01 Apr 2023
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doi:10.1109/TKDE.2021.3126066
Topic-Enhanced Personalized Retrieval-Based Chatbot
ECIR 2023
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17 Mar 2023
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doi:10.1007/978-3-031-28238-6_6
Heterogeneous Graph based Context-aware Document Ranking
WSDM 2023
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27 Feb 2023
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doi:10.1145/3539597.3570390
Cognition-aware Knowledge Graph Reasoning for Explainable Recommendation
WSDM 2023
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27 Feb 2023
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doi:10.1145/3539597.3570391
CDSM: Cascaded Deep Semantic Matching on Textual Graphs Leveraging Ad-hoc Neighbor Selection
ACM TIST
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16 Feb 2023
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doi:10.1145/3573204
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index
Machine Intelligence Research
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11 Jan 2023
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doi:10.1007/s11633-022-1373-9
Integrating Representation and Interaction for Context-aware Document Ranking
ACM TOIS
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10 Jan 2023
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doi:10.1145/3529955
2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling
EMNLP 2022 Findings
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01 Dec 2022
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doi:10.18653/v1/2022.findings-emnlp.73
Explicit Query Rewriting for Conversational Dense Retrieval
EMNLP 2022
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01 Dec 2022
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doi:10.18653/v1/2022.emnlp-main.311
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval
EMNLP 2022
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01 Dec 2022
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doi:10.18653/v1/2022.emnlp-main.190
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search
CIKM 2022
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17 Oct 2022
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doi:10.1145/3511808.3557310
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking
CIKM 2022
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17 Oct 2022
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doi:10.1145/3511808.3557328
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding
COLING 2022
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01 Oct 2022
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arXiv:2208.09129
Knowledge Enhanced Search Result Diversification
KDD 2022
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14 Aug 2022
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doi:10.1145/3534678.3539459
Generating Clarifying Questions with Web Search Results
SIGIR 2022
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07 Jul 2022
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doi:10.1145/3477495.3531981
Webformer: Pre-training with Web Pages for Information Retrieval
SIGIR 2022
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07 Jul 2022
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doi:10.1145/3477495.3532086
Curriculum Contrastive Context Denoising for Few-shot Conversational Dense Retrieval
SIGIR 2022
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07 Jul 2022
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doi:10.1145/3477495.3531961
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation
NAACL 2022
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01 Jul 2022
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doi:10.18653/v1/2022.naacl-main.426
A Gain-Tuning Dynamic Negative Sampler for Recommendation
WWW 2022
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25 Apr 2022
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doi:10.1145/3485447.3511956
A Category-aware Multi-interest Model for Personalized Product Search
WWW 2022
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25 Apr 2022
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doi:10.1145/3485447.3511964
Socialformer: Social Network Inspired Long Document Modeling for Document Ranking
WWW 2022
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25 Apr 2022
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doi:10.1145/3485447.3511962
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking
WSDM 2022
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15 Feb 2022
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doi:10.1145/3488560.3498412
Improving Personalized Search with Dual-Feedback Network
WSDM 2022
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15 Feb 2022
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doi:10.1145/3488560.3498447
Improving Session Search by Modeling Multi-Granularity Historical Query Change
WSDM 2022
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15 Feb 2022
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doi:10.1145/3488560.3498415