Learning Dense Representations for Entity Retrieval

23 September 2019

Papers citing "Learning Dense Representations for Entity Retrieval"

50 / 120 papers shown

Title
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 103 14 0 11 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 111 93 0 06 Oct 2022
Modelling Commonsense Properties using Pre-Trained Bi-Encoders Amit Gajbhiye Luis Espinosa-Anke Steven Schockaert 11 12 0 06 Oct 2022
Cross-Domain Neural Entity Linking H. Soliman 11 0 0 28 Sep 2022
Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases G. Aydin S. A. Tabatabaei Giorgios Tsatsaronis Faegheh Hasibi 8 2 0 01 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 17 47 0 30 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives Alex Bogatu Zili Zhou Dónal Landers André Freitas LRM 25 2 0 02 Aug 2022
Effective Few-Shot Named Entity Linking by Meta-Learning Xiuxing Li Zhenyu Li Zhengyan Zhang Ning Liu Haitao Yuan Wei Zhang Zhiyuan Liu Jianyong Wang OffRL 28 10 0 12 Jul 2022
Efficient Entity Candidate Generation for Low-Resource Languages Alberto García-Durán Akhil Arora Robert West 17 0 0 30 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever Devendra Singh Sachan M. Lewis Dani Yogatama Luke Zettlemoyer J. Pineau Manzil Zaheer RALM 19 53 0 21 Jun 2022
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval Nandan Thakur Nils Reimers Jimmy J. Lin VLM 23 4 0 23 May 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 29 3 0 19 Apr 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Megan Leszczynski Daniel Y. Fu Mayee F. Chen Christopher Ré 17 12 0 18 Apr 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Defu Lian ... Hao-Lun Sun Yingxia Shao Denvy Deng Qi Zhang Xing Xie 23 33 0 01 Apr 2022
WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition Renjie Zhou Qian Hu Jian Wan Jilin Zhang Qiang Liu Tianxiang Hu Jian Li 28 3 0 14 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 16 45 0 11 Mar 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking T. Lai Heng Ji ChengXiang Zhai RALM 19 12 0 27 Feb 2022
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching Geewook Kim Wonseok Hwang Minjoon Seo Seunghyun Park 18 0 0 23 Feb 2022
Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search Jianjin Zhang Zheng Liu Weihao Han Shitao Xiao Rui Zheng ... Hanqing Zhu Premkumar Srinivasan Denvy Deng Qi Zhang Xing Xie 17 28 0 13 Feb 2022
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 16 430 0 15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking Sheng Zhang Hao Cheng Shikhar Vashishth Cliff Wong Jinfeng Xiao Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon 23 40 0 15 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 25 21 0 03 Dec 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 126 248 0 14 Oct 2021
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference William B. Held Dan Iter Dan Jurafsky 14 20 0 11 Oct 2021
EntQA: Entity Linking as Question Answering Wenzheng Zhang Wenyue Hua K. Stratos 13 48 0 05 Oct 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 38 52 0 26 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 19 21 0 21 Sep 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations Xinyin Ma Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Weiming Lu 15 16 0 13 Sep 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks T. Lai Heng Ji ChengXiang Zhai 22 31 0 06 Sep 2021
Entity Linking and Discovery via Arborescence-based Supervised Clustering Dhruv Agarwal Rico Angell Nicholas Monath Andrew McCallum 15 33 0 02 Sep 2021
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback HongChien Yu Chenyan Xiong Jamie Callan RALM 17 68 0 30 Aug 2021
Retrieval Augmented Code Generation and Summarization Md. Rizwan Parvez W. Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 26 183 0 26 Aug 2021
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction Danqing Zhang Zheng Li Tianyu Cao Chen Luo Tony Wu Hanqing Lu Yiwei Song Bing Yin Tuo Zhao Qiang Yang 19 20 0 19 Aug 2021
Learning Federated Representations and Recommendations with Limited Negatives Lin Ning K. Singhal Ellie X. Zhou Sushant Prakash FedML 19 14 0 18 Aug 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 122 90 0 13 Aug 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 19 70 0 26 Jul 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking Hang Jiang Sairam Gurajada Qiuhao Lu S. Neelam Lucian Popa Prithviraj Sen Yunyao Li Alexander G. Gray 14 25 0 17 Jun 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network Nicholas FitzGerald Jan A. Botha D. Gillick Daniel M. Bikel Tom Kwiatkowski Andrew McCallum 32 15 0 02 Jun 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 13 20 0 27 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 11 3,249 0 18 Apr 2021
Matching-oriented Product Quantization For Ad-hoc Retrieval Shitao Xiao Zheng Liu Yingxia Shao Defu Lian Xing Xie MQ 12 9 0 16 Apr 2021
Understanding Hard Negatives in Noise Contrastive Estimation Wenzheng Zhang K. Stratos 11 50 0 13 Apr 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples Dian Yu Luheng He Yuan Zhang Xinya Du Panupong Pasupat Qi Li VLM 23 50 0 12 Apr 2021
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations Arjit Jain Sunita Sarawagi Prithviraj Sen 19 24 0 08 Apr 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin H. Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 21 10 0 06 Apr 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 25 99 0 22 Mar 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval Siqi Sun Yen-Chun Chen Linjie Li Shuohang Wang Yuwei Fang Jingjing Liu VLM 30 82 0 16 Mar 2021
Fast and Effective Biomedical Entity Linking Using a Dual Encoder Rajarshi Bhowmik K. Stratos Gerard de Melo 9 29 0 08 Mar 2021
Improving Zero-Shot Entity Retrieval through Effective Dense Representations Eleni Partalidou Despina Christou Grigorios Tsoumakas 26 7 0 06 Mar 2021
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections Yury Zemlyanskiy Sudeep Gandhe Ruining He Bhargav Kanagal Anirudh Ravula Juraj Gottweis Fei Sha Ilya Eckstein SSL 26 11 0 26 Feb 2021