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 / 331 papers shown

Title
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction Yang Liu Jinpeng Hu Xiang Wan Tsung-Hui Chang 64 43 0 19 May 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification David Harbecke Yuxuan Chen Leonhard Hennig Christoph Alt 57 20 0 19 May 2022
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision Zhen Wan Fei Cheng Qianying Liu Zhuoyuan Mao Haiyue Song Sadao Kurohashi 58 7 0 18 May 2022
A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts M. Mutlu Arzucan Özgür 47 18 0 09 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Bryan Hooi GNN 37 9 0 08 May 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 53 34 0 07 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 106 137 0 04 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 67 39 0 04 May 2022
Few-Shot Document-Level Relation Extraction Nicholas Popovic Michael Färber 82 14 0 04 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 83 32 0 04 May 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction Xuming Hu Shuliang Liu Chenwei Zhang Shuang Li Lijie Wen Philip S. Yu SSL 137 41 0 04 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 74 50 0 03 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 74 23 0 28 Apr 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing Wang Xu Kehai Chen Lili Mou Tiejun Zhao 66 29 0 27 Apr 2022
Function-words Enhanced Attention Networks for Few-Shot Inverse Relation Classification Chunliu Dou Shaojuan Wu Xiaowang Zhang Zhiyong Feng Kewen Wang 46 12 0 26 Apr 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding Shenmin Zhang Jin Wang Haitao Jiang Rui Song FAtt 67 3 0 22 Apr 2022
A Masked Image Reconstruction Network for Document-level Relation Extraction Li Zhang Yidong Cheng 63 2 0 21 Apr 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification Meiqi Chen Yixin Cao Kunquan Deng Mukai Li Kunpeng Wang Jing Shao Yan Zhang 48 36 0 15 Apr 2022
FREDA: Flexible Relation Extraction Data Annotation Michael Strobl Amine Trabelsi Osmar Zaiane 43 0 0 14 Apr 2022
A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes Dongxu Zhang Sunil Mohan M. Torkar Andrew McCallum 62 11 0 13 Apr 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 49 11 0 09 Apr 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 92 37 0 06 Apr 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 61 2 0 01 Apr 2022
Generative Pre-Trained Transformers for Biologically Inspired Design Qihao Zhu Xinyu Zhang Jianxi Luo AI4CE 74 3 0 31 Mar 2022
Few-Shot Learning with Siamese Networks and Label Tuning Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 93 41 0 28 Mar 2022
A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction Li Zhang Yidong Cheng 3DV 42 3 0 26 Mar 2022
Pre-training to Match for Unified Low-shot Relation Extraction Fangchao Liu Hongyu Lin Xianpei Han Boxi Cao Le Sun VLM 43 35 0 23 Mar 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 79 103 0 21 Mar 2022
Multimodal Learning on Graphs for Disease Relation Extraction Yucong Lin Keming Lu Sheng Yu Tianxi Cai Marinka Zitnik 53 31 0 16 Mar 2022
MarkBERT: Marking Word Boundaries Improves Chinese BERT Linyang Li Yong Dai Duyu Tang Xipeng Qiu Zenglin Xu Shuming Shi VLM 66 11 0 12 Mar 2022
Consistent Representation Learning for Continual Relation Extraction Kang Zhao Hua Xu Jian Yang Kai Gao CLL 78 57 0 05 Mar 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation Chengwei Qin Shafiq Joty BDL CLL 76 38 0 04 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 86 1 0 01 Mar 2022
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining Jiacheng Li Jingbo Shang Julian McAuley 46 46 0 27 Feb 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction Dongyang Li Taolin Zhang Nan Hu Chengyu Wang Xiaofeng He 66 28 0 27 Feb 2022
A Generative Model for Relation Extraction and Classification Jian Ni Gaetano Rossiello A. Gliozzo Radu Florian 42 5 0 26 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 74 54 0 22 Feb 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong Jiang Weiping Li Wen Zhao VLM 126 15 0 14 Jan 2022
Document-level Relation Extraction with Context Guided Mention Integration and Inter-pair Reasoning Chao Zhao Daojian Zeng Jianling Zhu Jianhua Dai 42 18 0 13 Jan 2022
Mining Adverse Drug Reactions from Unstructured Mediums at Scale H. Haq Veysel Kocaman D. Talby 111 11 0 05 Jan 2022
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy Akshay Parekh Ashish Anand Amit Awekar 26 0 0 26 Dec 2021
Deeper Clinical Document Understanding Using Relation Extraction H. Haq Veysel Kocaman D. Talby 65 20 0 25 Dec 2021
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 76 68 0 16 Dec 2021
An Empirical Study on Relation Extraction in the Biomedical Domain Yongkang Li 35 0 0 11 Dec 2021
Impact of Target Word and Context on End-to-End Metonymy Detection Kevin Alex Mathews Michael Strube ObjD 43 6 0 06 Dec 2021
From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction Wanli Li T. Qian 40 2 0 02 Dec 2021
Predicting Document Coverage for Relation Extraction Sneha Singhania Simon Razniewski Gerhard Weikum 45 6 0 26 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 189 1,094 0 01 Nov 2021
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction William Hogan Molly Huang Yannis Katsis Tyler Baldwin Ho-Cheol Kim Yoshiki Vazquez Baeza Andrew Bartko Chun-Nan Hsu MedIm 44 11 0 24 Oct 2021
A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification Arijit Nag Bidisha Samanta Animesh Mukherjee Niloy Ganguly Soumen Chakrabarti 64 13 0 18 Oct 2021