Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model

8 June 2021

Papers citing "Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model"

21 / 21 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
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
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 120 167 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 29 2 0 18 Oct 2022
Distilling Task-specific Logical Rules from Large Pre-trained Models Tao Chen Luxin Liu Xu Jia Baoliang Cui Haihong Tang Siliang Tang 94 1 0 06 Oct 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 66 6 0 22 Aug 2022
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation Jiaxin Huang Yu Meng Jiawei Han 78 20 0 28 Jun 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 80 8 0 16 Jun 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
Automatic Noisy Label Correction for Fine-Grained Entity Typing Wei-Fan Pan Wei Wei Feida Zhu NoLa 74 18 0 06 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 83 31 0 04 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
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 77 46 0 23 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
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
A Boundary Regression Model for Nested Named Entity Recognition Yanping Chen Lefei Wu Q. Zheng Ruizhang Huang Jing Liu Liyuan Deng Junhui Yu Yongbin Qing B. Dong Ping Chen 55 18 0 29 Nov 2020