Learning Dense Representations for Entity Retrieval

23 September 2019

Papers citing "Learning Dense Representations for Entity Retrieval"

50 / 120 papers shown

Title
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval Vera Pavlova 48 2 0 20 Jan 2025
Word Sense Linking: Disambiguating Outside the Sandbox Andrei Stefan Bejgu Edoardo Barba Luigi Procopio Alberte Fernández-Castro Roberto Navigli 72 0 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 103 7 0 11 Dec 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust Vera Pavlova Mohammed Makhlouf 29 1 0 09 Nov 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 30 0 0 04 Oct 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks Nicholas Monath Will Grathwohl Michael Boratko Rob Fergus Andrew McCallum Manzil Zaheer 28 0 0 03 Sep 2024
Cross-lingual paraphrase identification Inessa Fedorova Aleksei Musatow 18 0 0 21 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 38 0 0 21 May 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence Anthony James Hughes Xingyi Song 18 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 M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 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 37 0 0 27 Mar 2024
Cross-lingual Contextualized Phrase Retrieval Huayang Li Deng Cai Zhi Qu Qu Cui Hidetaka Kamigaito Lemao Liu Taro Watanabe 34 0 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 28 9 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 47 32 0 21 Feb 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 31 3 0 18 Jan 2024
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation Samuele Garda Ulf Leser 25 2 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 26 1 0 08 Jan 2024
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction Nantao Zheng Siyu Long Xinyu Dai 19 0 0 12 Dec 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 14 0 0 04 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 24 4 0 28 Oct 2023
SpEL: Structured Prediction for Entity Linking Hassan S. Shavarani Anoop Sarkar 17 9 0 23 Oct 2023
A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification Pierre Colombo Nathan Noiry Guillaume Staerman Pablo Piantanida FaML DRL 30 1 0 21 Oct 2023
A Read-and-Select Framework for Zero-shot Entity Linking Zhenran Xu Yulin Chen Baotian Hu Min Zhang 26 3 0 19 Oct 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations Minseok Choi Chaeheon Gwak Seho Kim Si Hyeong Kim Jaegul Choo 22 4 0 12 Oct 2023
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking Shangyu Xing Fei Zhao Zhen Wu Chunhui Li Jianbing Zhang Xinyu Dai 28 8 0 09 Oct 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 27 2 0 19 Sep 2023
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval Mohammad Mahdi Torabi pour Parsa Farinneya Armin Toroghi A. Korikov Ali Pesaranghader Touqir Sajed Manasa Bharadwaj Borislav Mavrin Scott Sanner 6 10 0 01 Aug 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi James Kotary Senne Berden Maxime Mulamba Víctor Bucarey Tias Guns Ferdinando Fioretto AI4CE 24 54 0 25 Jul 2023
Improving Multitask Retrieval by Promoting Task Specialization Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 21 2 0 01 Jul 2023
Neighborhood-based Hard Negative Mining for Sequential Recommendation Lu Fan Jiashu Pu Rongsheng Zhang Xiao-Ming Wu 36 10 0 12 Jun 2023
Event-Centric Query Expansion in Web Search Yanan Zhang Weijie Cui Yangfan Zhang Xiaoling Bai Zhe Zhang Jin Ma X. Chen Tianhua Zhou 12 2 0 30 May 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation Yi Liu Yuan Tian Jianxun Lian Xinlong Wang Yanan Cao Fang Fang Wen Zhang Haizhen Huang Denvy Deng Qi Zhang 24 4 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 8 2 0 23 May 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval Yue Yu Yuchen Zhuang Rongzhi Zhang Yu Meng Jiaming Shen Chao Zhang VLM 30 33 0 18 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 55 5 0 12 May 2023
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models Aldo G. Carranza Rezsa Farahani Natalia Ponomareva Alexey Kurakin Matthew Jagielski Milad Nasr SyDa 20 7 0 10 May 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining Nicholas Monath Manzil Zaheer Kelsey R. Allen Andrew McCallum 27 6 0 27 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 26 27 0 14 Mar 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 17 10 0 13 Mar 2023
NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker Nicolas Heist Heiko Paulheim 11 9 0 08 Mar 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 38 7 0 21 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 25 2 0 30 Jan 2023
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski Fernando Pereira Arun Tejasvi Chaganty 14 8 0 27 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya 10 2 0 06 Jan 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation David C. Uthus Jianmo Ni RALM 11 0 0 17 Dec 2022
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning Md. Tawkat Islam Khondaker Muhammad Abdul-Mageed L. Lakshmanan 12 1 0 11 Nov 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 18 3 0 22 Oct 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 34 6 0 22 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 27 6 0 19 Oct 2022
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media Somin Wadhwa Vivek Khetan Silvio Amir Byron C. Wallace 11 18 0 12 Oct 2022