Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field

3 December 2022

Papers citing "Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field"

28 / 28 papers shown

Title
Automatic Noisy Label Correction for Fine-Grained Entity Typing Wei-Fan Pan Wei Wei Feida Zhu NoLa 32 17 0 06 May 2022
Label Semantic Aware Pre-training for Few-shot Text Classification Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 34 38 0 14 Apr 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 49 29 0 12 Feb 2022
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond Đ.Khuê Lê-Huu Alahari Karteek 86 12 0 27 Oct 2021
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua Wu LRM 50 28 0 13 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 54 157 0 24 Aug 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model Hongliang Dai Yangqiu Song Haixun Wang 42 55 0 08 Jun 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 62 233 0 16 May 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 55 67 0 02 Jan 2021
An Investigation of Potential Function Designs for Neural CRF Zechuan Hu Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 16 5 0 11 Nov 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 32 30 0 05 Oct 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 406 24,160 0 26 Jul 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 53 57 0 04 May 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 49 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 953 93,936 0 11 Oct 2018
Ultra-Fine Entity Typing Eunsol Choi Omer Levy Yejin Choi Luke Zettlemoyer AI4TS 28 209 0 13 Jul 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 102 818 0 25 May 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss Peng Xu Denilson Barbosa NoLa 31 87 0 09 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 109 11,520 0 15 Feb 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 101 2,118 0 14 Nov 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 173 2,610 0 09 May 2017
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification Bingyu Wang Cheng Li Virgil Pavlu J. Aslam 26 6 0 01 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 397 4,444 0 18 Apr 2017
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs Siddhartha Chandra Iasonas Kokkinos 46 187 0 28 Mar 2016
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Xiang Ren Wenqi He Meng Qu Clare R. Voss Heng Ji Jiawei Han NoLa 40 144 0 17 Feb 2016
Higher Order Conditional Random Fields in Deep Neural Networks Anurag Arnab Sadeep Jayasumana Shuai Zheng Philip Torr SSeg 63 230 0 25 Nov 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 167 2,533 0 11 Feb 2015
Context-Dependent Fine-Grained Entity Type Tagging D. Gillick N. Lazić Kuzman Ganchev Jesse Kirchner David Huynh 38 141 0 03 Dec 2014