Learning Dense Representations for Entity Retrieval

Conference on Computational Natural Language Learning (CoNLL), 2019

23 September 2019

Papers citing "Learning Dense Representations for Entity Retrieval"

50 / 127 papers shown

Title
AIRwaves at CheckThat! 2025: Retrieving Scientific Sources for Implicit Claims on Social Media with Dual Encoders and Neural Re-Ranking Cem Ashbaugh Leon Baumgärtner Tim Gress Nikita Sidorov Daniel Werner 53 1 0 23 Sep 2025
Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios Vera Pavlova Mohammed Makhlouf 104 0 0 18 Sep 2025
An Entity Linking Agent for Question Answering Yajie Luo Yihong Wu Muzhi Li Fengran Mo Jia Ao Sun Xinyu Wang Liheng Ma Yingxue Zhang Jian-Yun Nie 217 1 0 05 Aug 2025
Optimizing Legal Document Retrieval in Vietnamese with Semi-Hard Negative Mining Van-Hoang Le Duc-Vu Nguyen Kiet Van Nguyen N. Nguyen AILaw RALM 75 0 0 19 Jul 2025
Entity-Augmented Neuroscience Knowledge Retrieval Using Ontology and Semantic Understanding Capability of LLM Pralaypati Ta Sriram Venkatesaperumal Keerthi Ram M. Sivaprakasam 212 0 0 03 Jun 2025
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 363 0 0 23 May 2025
Evaluating Design Decisions for Dual Encoder-based Entity DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Susanna Rücker Alan Akbik 247 0 0 16 May 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval Vera Pavlova 203 3 0 20 Jan 2025
Word Sense Linking: Disambiguating Outside the SandboxAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Andrei Stefan Bejgu Edoardo Barba Luigi Procopio Alberte Fernández-Castro Roberto Navigli 189 1 0 12 Dec 2024
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images Andreas Koukounas Georgios Mastrapas Bo Wang Mohammad Kalim Akram Sedigheh Eslami Michael Gunther Isabelle Mohr Saba Sturua Scott Martens Nan Wang VLM 754 19 0 11 Dec 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in RustConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Vera Pavlova Mohammed Makhlouf 211 2 0 09 Nov 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 135 0 0 04 Oct 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector NetworksInternational Conference on Machine Learning (ICML), 2024 Nicholas Monath Will Grathwohl Michael Boratko Rob Fergus Andrew McCallum Manzil Zaheer 146 0 0 03 Sep 2024
Cross-lingual paraphrase identification Inessa Fedorova Aleksei Musatow 121 0 0 21 Jun 2024
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport Minseok Choi Daniel Rim Dohyun Lee Jaegul Choo MU KELM 185 1 0 18 Jun 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 253 2 0 21 May 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical EvidenceInternational Conference on Language Resources and Evaluation (LREC), 2024 Anthony James Hughes Xingyi Song 125 1 0 18 May 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu Hang Wu Joyce C. Ho Chao Zhang Carl Yang LM&MA 255 42 0 29 Apr 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 139 2 0 27 Mar 2024
Cross-lingual Contextualized Phrase Retrieval Huayang Li Deng Cai Zhi Qu Qu Cui Hidetaka Kamigaito Lemao Liu Taro Watanabe 144 1 0 25 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 278 25 0 27 Feb 2024
User-LLM: Efficient LLM Contextualization with User Embeddings Lin Ning Luyang Liu Jiaxing Wu Neo Wu D. Berlowitz Sushant Prakash Bradley Green S. O’Banion Jun Xie 230 64 0 21 Feb 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 257 6 0 18 Jan 2024
BELHD: Improving Biomedical Entity Linking with Homonoym DisambiguationBioinformatics (Bioinformatics), 2024 Samuele Garda Ulf Leser 258 4 0 10 Jan 2024
High-precision Voice Search Query Correction via Retrievable Speech-text Embedings Christopher Li Gary Wang Kyle Kastner Heng Su Allen Chen ... Zelin Wu L. Velikovich Pat Rondon D. Caseiro Petar S. Aleksic 129 2 0 08 Jan 2024
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction Nantao Zheng Siyu Long Xinyu Dai 165 0 0 12 Dec 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 209 0 0 04 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision MakingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 140 5 0 28 Oct 2023
SpEL: Structured Prediction for Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hassan S. Shavarani Anoop Sarkar 312 14 0 23 Oct 2023
A Novel Information-Theoretic Objective to Disentangle Representations for Fair ClassificationInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Pierre Colombo Nathan Noiry Guillaume Staerman Pablo Piantanida FaML DRL 247 2 0 21 Oct 2023
A Read-and-Select Framework for Zero-shot Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhenran Xu Yulin Chen Baotian Hu Min Zhang 273 6 0 19 Oct 2023
SimCKP: Simple Contrastive Learning of Keyphrase RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Minseok Choi Chaeheon Gwak Seho Kim Si Hyeong Kim Jaegul Choo 234 6 0 12 Oct 2023
DRIN: Dynamic Relation Interactive Network for Multimodal Entity LinkingACM Multimedia (ACM MM), 2023 Shangyu Xing Fei Zhao Zhen Wu Chunhui Li Jianbing Zhang Xinyu Dai 122 19 0 09 Oct 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense RetrievalInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 164 4 0 19 Sep 2023
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalEuropean Conference on Information Retrieval (ECIR), 2023 Mohammad Mahdi Torabi pour Parsa Farinneya Armin Toroghi Anton Korikov Ali Pesaranghader Touqir Sajed Manasa Bharadwaj Borislav Mavrin Scott Sanner 141 10 0 01 Aug 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future OpportunitiesJournal of Artificial Intelligence Research (JAIR), 2023 Jayanta Mandi James Kotary Senne Berden Maxime Mulamba Víctor Bucarey Tias Guns Ferdinando Fioretto AI4CE 364 123 0 25 Jul 2023
Improving Multitask Retrieval by Promoting Task SpecializationTransactions of the Association for Computational Linguistics (TACL), 2023 Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 246 2 0 01 Jul 2023
Neighborhood-based Hard Negative Mining for Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Lu Fan Jiashu Pu Rongsheng Zhang Xiao-Ming Wu 219 14 0 12 Jun 2023
Event-Centric Query Expansion in Web SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yanan Zhang Weijie Cui Yangfan Zhang Xiaoling Bai Zhe Zhang Jin Ma Xinyu Chen Tianhua Zhou 190 3 0 30 May 2023
Towards Better Entity Linking with Multi-View Enhanced DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yi Liu Yuan Tian Jianxun Lian Xinlong Wang Yanan Cao Fang Fang Wen Zhang Haizhen Huang Denvy Deng Tao Gui 134 6 0 27 May 2023
Evaluating end-to-end entity linking on domain-specific knowledge bases: Learning about ancient technologies from museum collections Sebastián Cadavid-Sánchez Khalil Kacem Rafael Aparecido Martins Frade Johannes Boehm Thomas Chaney D. Lashkari Daniel Simig 99 2 0 23 May 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yue Yu Yuchen Zhuang Rongzhi Zhang Yu Meng Jiaming Shen Chao Zhang VLM 161 39 0 18 May 2023
Synergistic Interplay between Search and Large Language Models for Information RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 247 19 0 12 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Aldo G. Carranza Rezsa Farahani Natalia Ponomareva Alexey Kurakin Matthew Jagielski Milad Nasr SyDa 260 12 0 10 May 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative MiningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Nicholas Monath Manzil Zaheer Kelsey R. Allen Andrew McCallum 215 6 0 27 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 218 30 0 14 Mar 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation DatasetAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 375 13 0 13 Mar 2023
NASTyLinker: NIL-Aware Scalable Transformer-based Entity LinkerExtended Semantic Web Conference (ESWC), 2023 Nicolas Heist Heiko Paulheim 150 14 0 08 Mar 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query RewritingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 166 7 0 21 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate RetrievalInternational Workshop on Health Text Mining and Information Analysis (LOUHI), 2023 Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 165 2 0 30 Jan 2023