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
DISCIE -- Discriminative Closed Information Extraction Cedric Moller Ricardo Usbeck 9 0 0 19 Jun 2025
A Pluggable Multi-Task Learning Framework for Sentiment-Aware Financial Relation Extraction Jinming Luo Hailin Wang 5 0 0 14 Jun 2025
Towards a More Generalized Approach in Open Relation Extraction Qing Wang Yuepei Li Qiao Qiao Kang Zhou Qi Li NAI 16 0 0 28 May 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE Varvara Arzt Allan Hanbury Michael Wiegand Gábor Recski Terra Blevins 60 0 0 18 May 2025
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 72 1 0 18 May 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 90 0 0 04 Jan 2025
Diversity Over Quantity: A Lesson From Few Shot Relation Classification Amir D. N. Cohen Shauli Ravfogel Shaltiel Shmidman Yoav Goldberg 103 0 0 06 Dec 2024
Preserving Generalization of Language models in Few-shot Continual Relation Extraction Quyen Tran Nguyen Xuan Thanh Nguyen Hoang Anh Nam Le Hai Trung Le Linh Van Ngo Thien Huu Nguyen CLL KELM 80 7 0 01 Oct 2024
DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations Gibong Hong Veronica Hindle Nadine M. Veasley Hannah D. Holscher Halil Kilicoglu AI4CE 115 1 0 29 Sep 2024
Shapley Value-based Contrastive Alignment for Multimodal Information Extraction Wen Luo Yu Xia Tianshu Shen Sujian Li 52 1 0 25 Jul 2024
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 68 0 0 18 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 199 3 0 01 Jul 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 85 0 0 31 May 2024
PyTorch-IE: Fast and Reproducible Prototyping for Information Extraction Arne Binder Leonhard Hennig Christoph Alt SyDa 55 3 0 16 May 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li Peng Wang Wenjun Ke Yikai Guo Ke Ji Ziyu Shang Jiajun Liu Zijie Xu LRM ReLM 89 4 0 27 Apr 2024
How to Encode Domain Information in Relation Classification Elisa Bassignana Viggo Unmack Gascou Frida Nohr Laustsen Gustav Kristensen Marie Haahr Petersen Rob van der Goot Barbara Plank 50 1 0 21 Apr 2024
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction Qian Li Cheng Ji Shu Guo Yong Zhao Qianren Mao Shangguang Wang Yuntao Wei Jianxin Li 54 1 0 18 Apr 2024
A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents Wiam Adnan Joel Tang Yassine Bel Khayat Zouggari S. Laatiri Laurent Lam Fabien Caspani 64 1 0 16 Apr 2024
Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation F. Alam M. Islam Robert Vacareanu Mihai Surdeanu 59 2 0 05 Apr 2024
READ: Improving Relation Extraction from an ADversarial Perspective Dawei Li William Hogan Jingbo Shang AAML 83 0 0 02 Apr 2024
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages Lisa Raithel Hui-Syuan Yeh Shuntaro Yada Cyril Grouin Thomas Lavergne ... Sebastian Möller Eiji Aramaki Yuji Matsumoto Roland Roller Pierre Zweigenbaum 57 5 0 27 Mar 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language Alistair Plum Tharindu Ranasinghe Christoph Purschke 52 0 0 25 Mar 2024
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning Philipp Borchert Jochen De Weerdt Marie-Francine Moens 51 4 0 25 Mar 2024
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents Hao Wang Tang Li Chenhui Chu Nengjun Zhu Rui Wang Pinpin Zhu 38 0 0 23 Mar 2024
Distilling Named Entity Recognition Models for Endangered Species from Large Language Models Jesse Atuhurra Seiveright Cargill Dujohn Hidetaka Kamigaito Hiroyuki Shindo Taro Watanabe 35 2 0 13 Mar 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 77 7 0 08 Mar 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Hanzi Xu Muhao Chen Lifu Huang Slobodan Vučetić Wenpeng Yin BDL VLM 74 2 0 06 Mar 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 81 0 0 01 Mar 2024
Few-Shot Relation Extraction with Hybrid Visual Evidence Jiaying Gong Hoda Eldardiry 122 0 0 01 Mar 2024
Survey in Characterization of Semantic Change Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 79 10 0 29 Feb 2024
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials Gennaro Nolano Moritz Blum Basil Ell Philipp Cimiano 55 1 0 29 Feb 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction Yinghao Li R. Ramprasad Chao Zhang 171 14 0 20 Feb 2024
Transfer Learning for the Prediction of Entity Modifiers in Clinical Text: Application to Opioid Use Disorder Case Detection A. Almudaifer Whitney L. Covington JaMor M. Hairston Zachary Deitch Ankit Anand ... William Bradford Lauren Walter Eaton Ellen Sue S Feldman John D Osborne 37 0 0 26 Jan 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Jingyao Wang Changwen Zheng Gang Hua Hui Xiong VLM 126 4 0 25 Jan 2024
Learning from Semi-Factuals: A Debiased and Semantic-Aware Framework for Generalized Relation Discovery Jiaxin Wang Lingling Zhang Jun Liu Tianlin Guo Wenjun Wu 72 1 0 12 Jan 2024
ConcEPT: Concept-Enhanced Pre-Training for Language Models Xintao Wang Zhouhong Gu Jiaqing Liang Dakuan Lu Yanghua Xiao Wei Wang 70 1 0 11 Jan 2024
IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification Abdullah Alsuhaibani Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 69 6 0 08 Jan 2024
PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction Zening Lin Jiapeng Wang Teng Li Wenhui Liao Dayi Huang Longfei Xiong Lianwen Jin 46 2 0 07 Jan 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling Chenghao Fan Wei Wei Xiaoye Qu Zhenyi Lu Wenfeng Xie Yu Cheng Dangyang Chen 82 4 0 26 Dec 2023
Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language Zhenwen Li Jian-Guang Lou Tao Xie 58 0 0 21 Dec 2023
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction Da Luo Yanglei Gan Rui Hou Run Lin Qiao Liu Yuxiang Cai Wannian Gao 77 6 0 19 Dec 2023
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction Frank Mtumbuka Steven Schockaert 54 0 0 18 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 72 2 0 14 Dec 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs Qing Wang Kang Zhou Qiao Qiao Yuepei Li Qi Li 104 9 0 01 Dec 2023
Noise in Relation Classification Dataset TACRED: Characterization and Reduction Akshay Parekh Ashish Anand Amit Awekar 53 0 0 21 Nov 2023
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction Xilai Ma Jing Li Min Zhang ReLM LRM 87 22 0 10 Nov 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 89 14 0 09 Nov 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 154 15 0 07 Nov 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 107 74 0 30 Oct 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Zhaohui Yan Aaron Courville Wei Liu Kewei Tu 104 13 0 26 Oct 2023