Matching the Blanks: Distributional Similarity for Relation Learning

7 June 2019

Livio Baldini Soares

Papers citing "Matching the Blanks: Distributional Similarity for Relation Learning"

50 / 141 papers shown

Title
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training Quanjiang Guo Jinchuan Zhang Sijie Wang Ling Tian Zhao Kang Bin Yan Weidong Xiao 19 0 0 18 May 2025
DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations Gibong Hong Veronica Hindle Nadine M. Veasley Hannah D. Holscher Halil Kilicoglu AI4CE 53 1 0 29 Sep 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 28 0 0 31 May 2024
Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information Gilchan Park S. McCorkle Carlos Soto Ian K. Blaby Shinjae Yoo 37 6 0 08 Mar 2024
Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language Zhenwen Li Jian-Guang Lou Tao Xie 54 0 0 21 Dec 2023
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 40 2 0 14 Dec 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 50 14 0 09 Nov 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction Shiao Meng Xuming Hu Aiwei Liu Shuang Li Fukun Ma Yawen Yang Lijie Wen 52 7 0 24 Oct 2023
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Philipp Borchert Jochen De Weerdt Kristof Coussement Arno De Caigny Marie-Francine Moens 39 1 0 18 Oct 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 29 65 0 16 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 40 8 0 07 Oct 2023
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Jiaying Gong Wei-Te Chen Hoda Eldardiry VLM 15 6 0 16 Aug 2023
Relational Extraction on Wikipedia Tables using Convolutional and Memory Networks Arif Shahriar Rohan Saha Denilson Barbosa 3DV 15 0 0 11 Jul 2023
Linguistic representations for fewer-shot relation extraction across domains Sireesh Gururaja Ritam Dutt Ting-gen Liao Carolyn Rose 36 11 0 07 Jul 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 48 5 0 16 Jun 2023
Open Set Relation Extraction via Unknown-Aware Training Jun Zhao Xin Zhao Wenyu Zhan Qi Zhang Tao Gui Zhongyu Wei Yunwen Chen Xiang Gao Xuanjing Huang 38 1 0 08 Jun 2023
Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation Yandan Zheng Anran Hao Anh Tuan Luu 26 8 0 25 May 2023
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains Frank Mtumbuka Steven Schockaert 56 0 0 22 May 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 52 31 0 19 May 2023
Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction Elisa Bassignana Filip Ginter S. Pyysalo Rob van der Goot Barbara Plank 31 5 0 18 May 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming Hanlin Zhang Jiani Huang Ziyang Li Mayur Naik Eric P. Xing ReLM LRM 35 28 0 05 May 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 38 2 0 11 Apr 2023
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck Shiyao Cui Jiangxia Cao Xin Cong Shuaiyi Nie Quangang Li Tingwen Liu Jinqiao Shi 30 23 0 05 Apr 2023
End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies Xu-Xia Ai Ramakanth Kavuluru 27 5 0 03 Apr 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 27 12 0 24 Mar 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification Wenbo Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 40 4 0 16 Feb 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction Bo Li Wei Ye Jinglei Zhang Shikun Zhang 45 14 0 29 Dec 2022
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 46 19 0 29 Dec 2022
A Marker-based Neural Network System for Extracting Social Determinants of Health Xingmeng Zhao Anthony Rios 23 1 0 24 Dec 2022
Improving Narrative Relationship Embeddings by Training with Additional Inverse-Relationship Constraints Mikolaj Figurski 24 0 0 21 Dec 2022
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 59 6 0 21 Dec 2022
Document-level Relation Extraction with Relation Correlations Ridong Han Tao Peng Benyou Wang Lu Liu Xiang Wan CVBM 20 4 0 20 Dec 2022
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments Ethan Mendes Yang Chen Wei Xu Alan Ritter 21 14 0 19 Dec 2022
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Zhong Yuan Zhenkun Wang Genghui Li OOD 34 1 0 05 Dec 2022
Open Relation and Event Type Discovery with Type Abstraction Sha Li Heng Ji Jiawei Han 48 14 0 30 Nov 2022
Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyi Wang Jianwei Wang Ziqian Zeng 39 2 0 25 Nov 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 34 14 0 18 Nov 2022
On Analyzing the Role of Image for Visual-enhanced Relation Extraction Lei Li Xiang Chen Shuofei Qiao Feiyu Xiong Huajun Chen Ningyu Zhang ViT 18 14 0 14 Nov 2022
TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li M. Zhang 23 0 0 13 Nov 2022
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 57 0 0 11 Nov 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 55 9 0 10 Nov 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout Peiyuan Zhang Wei Lu VLM 26 24 0 25 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 149 15 0 22 Oct 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi Jiwei Li 40 8 0 21 Oct 2022
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling Haw-Shiuan Chang Ruei-Yao Sun Kathryn Ricci Andrew McCallum 43 15 0 10 Oct 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang Yifan Song Tianyu Liu Binghuai Lin Yunbo Cao Sujian Li Zhifang Sui CLL SLR 48 22 0 10 Oct 2022
Community Learning: Understanding A Community Through NLP for Positive Impact Towhid Chowdhury Naveen Sharma 21 0 0 02 Oct 2022
TERMinator: A system for scientific texts processing E. Bruches O. Tikhobaeva Yana Dementyeva Tatiana Batura 58 1 0 29 Sep 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset Hong Liu Hao Peng Zhijian Ou Juan-Zi Li Yi Huang Junlan Feng 34 6 0 27 Sep 2022