Scalable Zero-shot Entity Linking with Dense Entity Retrieval

10 November 2019

Luke Zettlemoyer

Papers citing "Scalable Zero-shot Entity Linking with Dense Entity Retrieval"

30 / 30 papers shown

Title
AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing Abelardo Carlos Martínez Lorenzo Pere-Lluís Huguet Cabot Roberto Navigli 21 7 0 19 Jun 2023
A Universal Question-Answering Platform for Knowledge Graphs Reham Omar Ishika Dhall Panos Kalnis Essam Mansour 18 25 0 01 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
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 24 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 25 2 0 30 Jan 2023
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing Chengyue Jiang Wenyang Hui Yong-jia Jiang Xiaobin Wang Pengjun Xie Kewei Tu 32 4 0 18 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 40 48 0 02 Dec 2022
Envisioning a Human-AI collaborative system to transform policies into decision models V. López Gabriele Picco Inge Vejsbjerg T. Hoang Yufang Hou ... J. Segrave-Daly Denisa Moga Sean Swords Miao Wei Eoin Carroll 11 0 0 01 Nov 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
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
MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing Hongyin Zhu 20 31 0 04 Apr 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 22 12 0 15 Jan 2022
Namesakes: Ambiguously Named Entities from Wikipedia and News Oleg V. Vasilyev Aysu Altun Nidhi Vyas Vedant Dharnidharka Erika Lam John Bohannon SSeg 13 2 0 22 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 60 1,029 0 01 Nov 2021
Simple Entity-Centric Questions Challenge Dense Retrievers Christopher Sciavolino Zexuan Zhong Jinhyuk Lee Danqi Chen RALM 11 159 0 17 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 31 35 0 08 Sep 2021
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 28 5 0 06 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 17 31 0 06 Sep 2021
MigrationsKB: A Knowledge Base of Public Attitudes towards Migrations and their Driving Factors Yiyi Chen Harald Sack Mehwish Alam 8 3 0 17 Aug 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 13 224 0 02 Aug 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
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 34 24 0 11 Jun 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 16 10 0 06 Apr 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Pavan Kapanipathi Ibrahim Abdelaziz Srinivas Ravishankar Salim Roukos Alexander G. Gray ... Ryan Riegel Gaetano Rossiello Udit Sharma G P Shrivatsa Bhargav Mo Yu 33 110 0 03 Dec 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 11 57 0 10 Nov 2020
Clustering-based Inference for Biomedical Entity Linking Rico Angell Nicholas Monath Sunil Mohan Nishant Yadav Andrew McCallum 24 4 0 21 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 593 0 16 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 15 141 0 06 Oct 2020
DeepType: Multilingual Entity Linking by Neural Type System Evolution Jonathan Raiman O. Raiman BDL HAI 114 183 0 03 Feb 2018
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 105 316 0 06 Jan 2016