Zero-Shot Entity Linking by Reading Entity Descriptions

18 June 2019

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

48 / 48 papers shown

Title
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 45 1 0 05 May 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 88 3 0 11 Mar 2025
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 68 0 0 05 Feb 2025
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 62 0 0 21 May 2024
Leave no Place Behind: Improved Geolocation in Humanitarian Documents Enrico Belliardo Kyriaki Kalimeri Yelena Mejova 41 2 0 06 Sep 2023
Biomedical Entity Linking with Triple-aware Pre-Training Xiongliang Yan Cedric Moller Ricardo Usbeck AI4CE 55 3 0 28 Aug 2023
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes Barry Menglong Yao Yu Chen Qifan Wang Sijia Wang Minqian Liu Zhiyang Xu Licheng Yu Lifu Huang 61 7 0 24 May 2023
Rethinking Semi-supervised Learning with Language Models Zhengxiang Shi Francesco Tonolini Nikolaos Aletras Emine Yilmaz G. Kazai Yunlong Jiao 45 19 0 22 May 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 38 27 0 14 Mar 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 59 15 0 05 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 49 2 0 30 Jan 2023
Visual Named Entity Linking: A New Dataset and A Baseline Wenxiang Sun Yixing Fan Jiafeng Guo Ruqing Zhang Xueqi Cheng 15 14 0 09 Nov 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 133 95 0 06 Oct 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 60 30 0 28 Sep 2022
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark Zhenran Xu Zifei Shan Yuxin Li Baotian Hu Bing Qin VLM 45 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 54 10 0 12 Jul 2022
Strong Heuristics for Named Entity Linking Marko Čuljak Andreas Spitz Robert West Akhil Arora 75 6 0 06 Jul 2022
Connecting a French Dictionary from the Beginning of the 20th Century to Wikidata P. Nugues KELM OnRL AI4CE 40 3 0 22 Jun 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 35 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 41 48 0 13 Apr 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 58 43 0 18 Dec 2021
Namesakes: Ambiguously Named Entities from Wikipedia and News Oleg V. Vasilyev Aysu Altun Nidhi Vyas Vedant Dharnidharka Erika Lam John Bohannon SSeg 45 2 0 22 Nov 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 48 0 0 16 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 32 32 0 09 Oct 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Yaqing Wang Haoda Chu Chao Zhang Jing Gao 43 39 0 11 Sep 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 33 87 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 22 25 0 17 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 67 24 0 11 Jun 2021
Low-Rank Subspaces for Unsupervised Entity Linking Akhil Arora Alberto García-Durán Robert West 41 10 0 18 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 45 51 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 30 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 52 1 0 31 Mar 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings Kailash Saravanakumar Miguel Ballesteros Muthu Kumar Chandrasekaran Kathleen McKeown 31 21 0 26 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking Yingjie Gu Xiaoye Qu Zhefeng Wang Baoxing Huai Nicholas Jing Yuan Xiaolin Gui 29 29 0 07 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 134 30 0 02 Jan 2021
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 127 38 0 23 Oct 2020
Clustering-based Inference for Biomedical Entity Linking Rico Angell Nicholas Monath Sunil Mohan Nishant Yadav Andrew McCallum 48 4 0 21 Oct 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling Zonghai Yao Liangliang Cao Huapu Pan VLM 46 21 0 12 Oct 2020
Resource-Enhanced Neural Model for Event Argument Extraction Jie Ma Shuai Wang Rishita Anubhai Miguel Ballesteros Yaser Al-Onaizan 27 39 0 06 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 51 142 0 06 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 41 24 0 05 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 102 434 0 02 Oct 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank Ethan C. Chau Lucy H. Lin Noah A. Smith 27 15 0 29 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 54 126 0 24 Sep 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 33 119 0 31 May 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 36 53 0 29 Apr 2020
Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA Xianpei Han Zhichun Wang Jiangtao Zhang Qinghua Wen Wenqi Li ... Guilin Qi Lei Zou Sen Hu Minhao Zhang Yinnian Lin 24 16 0 09 Mar 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Yu Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer 57 182 0 10 Nov 2019