Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing

22 August 2022

Papers citing "Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing"

40 / 40 papers shown

Title
Automatic Noisy Label Correction for Fine-Grained Entity Typing Wei-Fan Pan Wei Wei Feida Zhu NoLa 30 17 0 06 May 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Megan Leszczynski Daniel Y. Fu Mayee F. Chen Christopher Ré 29 12 0 18 Apr 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 44 29 0 12 Feb 2022
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua Wu LRM 48 28 0 13 Sep 2021
Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Varsha Suresh Desmond C. Ong VLM 93 82 0 12 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 49 157 0 24 Aug 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model Hongliang Dai Yangqiu Song Haixun Wang 39 55 0 08 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 46 257 0 03 Jun 2021
Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement Xinyu Zuo Pengfei Cao Yubo Chen Kang Liu Jun Zhao Weihua Peng Yuguang Chen 33 52 0 03 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 420 3,952 0 18 Apr 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 49 198 0 24 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 122 1,161 0 18 Mar 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 55 67 0 02 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 142 4,167 0 01 Jan 2021
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 25 30 0 05 Oct 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 43 336 0 16 May 2020
Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen Yunmo Chen Benjamin Van Durme 24 40 0 05 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 146 18,523 0 13 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 287 1,606 0 21 Jan 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 79 11,959 0 13 Nov 2019
Fine-Grained Entity Typing for Domain Independent Entity Linking Yasumasa Onoe Greg Durrett 22 81 0 12 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 515 2,639 0 03 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 52 330 0 02 Sep 2019
Zero-Shot Open Entity Typing as Type-Compatible Grounding Ben Zhou Daniel Khashabi Chen-Tse Tsai Dan Roth 13 58 0 07 Jul 2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering Bo Chen Xiaotao Gu Yufeng Hu Siliang Tang Guoping Hu Yueting Zhuang Xiang Ren 42 19 0 13 Apr 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing Wenhan Xiong Jiawei Wu Deren Lei Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 47 49 0 06 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 782 93,936 0 11 Oct 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 215 2,649 0 20 Aug 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking Shikhar Murty Pat Verga Luke Vilnis Irena Radovanovic Andrew McCallum 92 91 0 13 Jul 2018
Ultra-Fine Entity Typing Eunsol Choi Omer Levy Yejin Choi Luke Zettlemoyer AI4TS 20 209 0 13 Jul 2018
A Simple Method for Commonsense Reasoning Trieu H. Trinh Quoc V. Le LRM ReLM 73 432 0 07 Jun 2018
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds Sheng Zhang Kevin Duh Benjamin Van Durme 112 14 0 21 Apr 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss Peng Xu Denilson Barbosa NoLa 20 87 0 09 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 86 9,312 0 09 Feb 2018
Fine-Grained Entity Typing with High-Multiplicity Assignments Maxim Rabinovich Dan Klein 26 14 0 25 Apr 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings A. Abhishek Ashish Anand Amit Awekar 42 74 0 22 Feb 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 105 2,874 0 12 Dec 2016
Neural Architectures for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 34 118 0 04 Jun 2016
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre) Lifu Huang Jonathan May Xiaoman Pan Heng Ji 13 19 0 10 Mar 2016
Context-Dependent Fine-Grained Entity Type Tagging D. Gillick N. Lazić Kuzman Ganchev Jesse Kirchner David Huynh 28 141 0 03 Dec 2014