Ultra-Fine Entity Typing

13 July 2018

Eunsol Choi

Omer Levy

Yejin Choi

Luke Zettlemoyer

AI4TS

ArXiv (abs)PDF HTML

Papers citing "Ultra-Fine Entity Typing"

50 / 72 papers shown

Title
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing Advait Deshmukh Ashwin Umadi Dananjay Srinivas Maria Leonor Pacheco 60 0 0 22 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 199 3 0 01 Jul 2024
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities Yangning Li Qingsong Lv Tianyu Yu Hai-Tao Zheng Shulin Huang Tingwei Lu Xuming Hu Wenhao Jiang 68 3 0 07 Mar 2024
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained Hongliang Dai Huiping Zhuang 66 3 0 11 Dec 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction Wanyun Cui Xingran Chen LRM AAML 55 0 0 24 May 2023
Preconditioned Visual Language Inference with Weak Supervision Ehsan Qasemi Amani Maina-Kilaas Devadutta Dash Khalid Alsaggaf Muhao Chen 83 0 0 22 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 114 166 0 23 Apr 2023
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing Chengyue Jiang Wenyang Hui Yong Jiang Xiaobin Wang Pengjun Xie Kewei Tu 81 4 0 18 Dec 2022
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field Chengyue Jiang Yong Jiang Weiqi Wu Pengjun Xie Kewei Tu 50 5 0 03 Dec 2022
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 82 7 0 01 Dec 2022
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing Yue Zhang Hongliang Fei Ping Li 16 2 0 18 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 87 18 0 16 Oct 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 61 6 0 22 Aug 2022
Ered: Enhanced Text Representations with Entities and Descriptions Qinghua Zhao Shuai Ma Yu Lei 54 1 0 18 Aug 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 86 30 0 03 Jun 2022
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing Nan Xu Fei Wang Bangzheng Li Mingtao Dong Muhao Chen 85 21 0 25 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 80 54 0 19 May 2022
Automatic Noisy Label Correction for Fine-Grained Entity Typing Wei-Fan Pan Wei Wei Feida Zhu NoLa 72 18 0 06 May 2022
Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li Mukund Sridhar Chandan Prakash Jin Cao Wael Hamza Julian McAuley KELM 79 7 0 28 Apr 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Chao Lou Aaron Courville Kewei Tu 91 39 0 09 Mar 2022
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition Andy T. Liu Wei Xiao Henghui Zhu Dejiao Zhang Shang-Wen Li Andrew O. Arnold 76 27 0 03 Mar 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 70 29 0 12 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Buse Giledereli Guoji Fu Mrinmaya Sachan KELM 118 1 0 02 Feb 2022
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding Taolin Zhang Chengyu Wang Nan Hu Minghui Qiu Chengguang Tang Xiaofeng He Jun Huang KELM VLM 73 30 0 02 Dec 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 93 46 0 16 Oct 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 64 0 0 16 Oct 2021
Cross-Lingual Fine-Grained Entity Typing N. Selvaraj Yasumasa Onoe Greg Durrett 47 2 0 15 Oct 2021
When in Doubt: Improving Classification Performance with Alternating Normalization Menglin Jia A. Reiter Ser-Nam Lim Yoav Artzi Claire Cardie 63 13 0 28 Sep 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 112 114 0 23 Sep 2021
Context-aware Entity Typing in Knowledge Graphs Wei-Fan Pan Wei Wei Xian-Ling Mao 63 24 0 16 Sep 2021
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua Wu LRM 81 28 0 13 Sep 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels Shujian Zhang Chengyue Gong Eunsol Choi 81 32 0 09 Sep 2021
Does Knowledge Help General NLU? An Empirical Study Ruochen Xu Yuwei Fang Chenguang Zhu Michael Zeng ELM 67 9 0 01 Sep 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 90 159 0 24 Aug 2021
Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou Ruili Wang Jun He Yi Zhou AI4TS 77 39 0 16 Jun 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model Hongliang Dai Yangqiu Song Haixun Wang 65 55 0 08 Jun 2021
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer Machel Reid Victor Zhong 72 72 0 18 May 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 110 239 0 16 May 2021
Type Prediction Systems Sarthak Dash Nandana Mihindukulasooriya A. Gliozzo Mustafa Canim 18 2 0 02 Apr 2021
Capturing Knowledge of Emerging Entities From Extended Search Snippets S. C. Ngwobia Saeedeh Shekarpour Faisal Alshargi 13 0 0 17 Mar 2021
LOME: Large Ontology Multilingual Extraction Patrick Xia Guanghui Qin Siddharth Vashishtha Yunmo Chen Tongfei Chen Chandler May Craig Harman Kyle Rawlins A. White Benjamin Van Durme 93 42 0 28 Jan 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 91 67 0 02 Jan 2021
"What Are You Trying to Do?" Semantic Typing of Event Processes Muhao Chen Hongming Zhang Haoyu Wang Dan Roth 148 35 0 13 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 69 32 0 05 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 132 675 0 02 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 111 184 0 01 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 142 128 0 24 Sep 2020
Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao Anxiang Zhang Ruobing Xie Kang Liu Xiaojie Wang 65 58 0 21 Jul 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 123 37 0 18 Jun 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 107 123 0 31 May 2020