Zero-Shot Entity Linking by Reading Entity Descriptions

18 June 2019

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Papers citing "Zero-Shot Entity Linking by Reading Entity Descriptions"

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Title
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 72 2 0 30 Jan 2023
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 107 37 0 20 Dec 2022
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval Taiqiang Wu Xingyu Bai Weigang Guo Weijie Liu Siheng Li Yujiu Yang 74 16 0 20 Nov 2022
Visual Named Entity Linking: A New Dataset and A Baseline Wenxiang Sun Yixing Fan Jiafeng Guo Ruqing Zhang Xueqi Cheng 57 16 0 09 Nov 2022
Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts Bohua Peng Shi Liang Mobarakol Islam 79 2 0 26 Oct 2022
Robust Candidate Generation for Entity Linking on Short Social Media Texts Liam Hebert Raheleh Makki Shubhanshu Mishra H. Saghir Anush Kamath Yuval Merhav 34 4 0 14 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 268 99 0 06 Oct 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 108 33 0 28 Sep 2022
Cross-Domain Neural Entity Linking H. Soliman 26 0 0 28 Sep 2022
Learning Entity Linking Features for Emerging Entities Chenwei Ran Wei Shen Jianbo Gao Yuhan Li Jianyong Wang Yantao Jia 78 5 0 08 Aug 2022
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark Zhenran Xu Zifei Shan Yuxin Li Baotian Hu Bing Qin VLM 101 7 0 26 Jul 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 100 11 0 12 Jul 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Tom Ayoola Shubhi Tyagi Joseph Fisher Christos Christodoulopoulos Andrea Pierleoni 80 89 0 08 Jul 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base Tom Ayoola Joseph Fisher Andrea Pierleoni 80 15 0 08 Jul 2022
Strong Heuristics for Named Entity Linking Marko Čuljak Andreas Spitz Robert West Akhil Arora 98 6 0 06 Jul 2022
Entity Linking in Tabular Data Needs the Right Attention Miltiadis Marios Katsakioris Yiwei Zhou Daniele Masato LMTD 23 3 0 05 Jul 2022
Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata P. Nugues KELM OnRL AI4CE 52 3 0 22 Jun 2022
Template-based Approach to Zero-shot Intent Recognition Dmitry Lamanov Pavel Burnyshev Ekaterina Artemova Valentin Malykh A. Bout Irina Piontkovskaya 50 9 0 22 Jun 2022
Community Question Answering Entity Linking via Leveraging Auxiliary Data Yuhan Li Wei Shen Jianbo Gao Yadong Wang 84 11 0 24 May 2022
Named Entity Linking with Entity Representation by Multiple Embeddings Oleg V. Vasilyev Alex Dauenhauer Vedant Dharnidharka John Bohannon 42 0 0 21 May 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 50 7 0 13 Apr 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types Xuwu Wang Junfeng Tian Min Gui Zhixu Li Rui Wang Ming Yan Lihan Chen Yanghua Xiao VGen 79 50 0 13 Apr 2022
Label Semantics for Few Shot Named Entity Recognition Jie Ma Miguel Ballesteros Srikanth Doss Kadarundalagi Raghuram Doss Rishita Anubhai S. Mallya Yaser Al-Onaizan Dan Roth 70 68 0 16 Mar 2022
Dual Task Framework for Improving Persona-grounded Dialogue Dataset Minju Kim Beong-woo Kwak Youngwook Kim Hong-in Lee Seung-won Hwang Jinyoung Yeo 64 8 0 11 Feb 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 119 49 0 18 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 86 42 0 15 Dec 2021
Survey on English Entity Linking on Wikidata Cedric Moller Jens Lehmann Ricardo Usbeck KELM 73 22 0 03 Dec 2021
Namesakes: Ambiguously Named Entities from Wikipedia and News Oleg V. Vasilyev Aysu Altun Nidhi Vyas Vedant Dharnidharka Erika Lam John Bohannon SSeg 62 2 0 22 Nov 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 64 0 0 16 Oct 2021
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text M. Varma Laurel J. Orr Sen Wu Megan Leszczynski Xiao Ling Christopher Ré 92 27 0 15 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 64 33 0 09 Oct 2021
Entity Linking Meets Deep Learning: Techniques and Solutions Wei Shen Yuhan Li Yinan Liu Jiawei Han Jianyong Wang Xiaojie Yuan 117 53 0 26 Sep 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations Xinyin Ma Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Weiming Lu 45 17 0 13 Sep 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Yaqing Wang Haoda Chu Chao Zhang Jing Gao 74 39 0 11 Sep 2021
Entity Linking and Discovery via Arborescence-based Supervised Clustering Dhruv Agarwal Rico Angell Nicholas Monath Andrew McCallum 92 34 0 02 Sep 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 97 19 0 29 Jun 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 93 92 0 22 Jun 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 53 25 0 17 Jun 2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP Anthony Chen Pallavi Gudipati Shayne Longpre Xiao Ling Sameer Singh 69 40 0 12 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 98 25 0 11 Jun 2021
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions Weijia Shi Mandar Joshi Luke Zettlemoyer 3DV 43 3 0 09 Jun 2021
Low-Rank Subspaces for Unsupervised Entity Linking Akhil Arora Alberto García-Durán Robert West 64 10 0 18 Apr 2021
Understanding Hard Negatives in Noise Contrastive Estimation Wenzheng Zhang K. Stratos 72 53 0 13 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021
Updater-Extractor Architecture for Inductive World State Representations A. Moskvichev James Liu 40 4 0 12 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 64 10 0 06 Apr 2021
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction Marc Hübner Christoph Alt Robert Schwarzenberg Leonhard Hennig 142 1 0 31 Mar 2021
Fast and Effective Biomedical Entity Linking Using a Dual Encoder Rajarshi Bhowmik K. Stratos Gerard de Melo 56 29 0 08 Mar 2021
Improving Zero-Shot Entity Retrieval through Effective Dense Representations Eleni Partalidou Despina Christou Grigorios Tsoumakas 56 7 0 06 Mar 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 124 80 0 26 Feb 2021