Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction

29 August 2018

Mari Ostendorf

Papers citing "Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction"

50 / 316 papers shown

Title
Relation Extraction with Instance-Adapted Predicate Descriptions Yuhang Jiang Ramakanth Kavuluru 53 0 0 22 Mar 2025
CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning Hao Cui Zahra Shamsi Gowoon Cheon Xuejian Ma Shutong Li ... Eun-Ah Kim M. Brenner Viren Jain Sameera Ponda Subhashini Venugopalan ELM LRM 57 0 0 14 Mar 2025
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 34 0 0 31 Dec 2024
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu Helen Meng 28 2 0 31 Dec 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang Cheng Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents Qi Zhang Zhijia Chen Huitong Pan Cornelia Caragea Longin Jan Latecki Eduard Constantin Dragut 20 2 0 28 Oct 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models Benjamin Newman Yoonjoo Lee Aakanksha Naik Pao Siangliulue Raymond Fok Juho Kim Daniel S. Weld Joseph Chee Chang Kyle Lo LMTD 25 3 0 25 Oct 2024
Model Balancing Helps Low-data Training and Fine-tuning Zihang Liu Yihan Hu Tianyu Pang Yefan Zhou Pu Ren Yaoqing Yang 36 2 0 16 Oct 2024
TSDS: Data Selection for Task-Specific Model Finetuning Zifan Liu Amin Karbasi Theodoros Rekatsinas 31 4 0 15 Oct 2024
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports Wenrui Cheng Tiantian Zhu Tieming Chen Qixuan Yuan J. Ying Hongmei Li Chunlin Xiong Mingda Li Mingqi Lv Yan Chen 23 1 0 15 Oct 2024
TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction Yu Zhang Zhao Kang ViT 49 1 0 01 Oct 2024
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards Furkan Şahinuç Thy Thy Tran Yulia Grishina Yufang Hou Bei Chen Iryna Gurevych 32 6 0 19 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 42 1 0 18 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 34 7 0 15 Sep 2024
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 35 0 0 15 Sep 2024
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU Chengyuan Liu Shihang Wang Fubang Zhao Kun Kuang Yangyang Kang Weiming Lu Changlong Sun Fei Wu 30 0 0 09 Sep 2024
AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction Yuchen Shi Guochao Jiang Tian Qiu Deqing Yang LLMAG 37 2 0 03 Sep 2024
LLM with Relation Classifier for Document-Level Relation Extraction Xingzuo Li Kehai Chen Yunfei Long Min Zhang 33 0 0 25 Aug 2024
Instruction Finetuning for Leaderboard Generation from Empirical AI Research Salomon Kabongo Jennifer D'Souza ALM 21 0 0 19 Aug 2024
Generalized knowledge-enhanced framework for biomedical entity and relation extraction Minh Nguyen Phuong Le 26 1 0 13 Aug 2024
A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models Vanni Zavarella Juan Gamero-Salinas Sergio Consoli 19 1 0 05 Aug 2024
Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding Balaji Muralidharan Hayden Beadles Reza Marzban Kalyan S. Mupparaju 24 0 0 04 Aug 2024
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition Hyeonseok Kang H. Seo Jeesu Jung Sangkeun Jung Du-Seong Chang Riwoo Chung 23 0 0 26 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 47 6 0 23 Jul 2024
MetaKP: On-Demand Keyphrase Generation Di Wu Xiaoxian Shen Kai-Wei Chang 33 0 0 28 Jun 2024
Unlocking Continual Learning Abilities in Language Models Wenyu Du Shuang Cheng Tongxu Luo Zihan Qiu Zeyu Huang Ka Chun Cheung Reynold Cheng Jie Fu KELM CLL 45 6 0 25 Jun 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing Tim Schopf Florian Matthes 59 0 0 21 Jun 2024
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions Huitong Pan Qi Zhang Cornelia Caragea Eduard Constantin Dragut Longin Jan Latecki 27 2 0 20 Jun 2024
Mathematical Entities: Corpora and Benchmarks Jacob Collard Valeria C V de Paiva Eswaran Subrahmanian 27 0 0 17 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction Peitao Han L. Pereira Fei Cheng Wan Jou She Eiji Aramaki 24 0 0 14 Jun 2024
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations Shiao Meng Xuming Hu Aiwei Liu Fukun Ma Yawen Yang Shuang Li Lijie Wen 44 0 0 11 Jun 2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction Yang Zhou Shimin Shan Hongkui Wei Zhehuan Zhao Wenshuo Feng 41 1 0 30 May 2024
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations Yao Wang Xin Liu Weikun Kong Hai-tao Yu Teeradaj Racharak Kyoung-Sook Kim Le-Minh Nguyen 34 0 0 14 May 2024
Semantic Loss Functions for Neuro-Symbolic Structured Prediction Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino ... Yitao Liang Eric Wang Kai-Wei Chang Andrea Passerini Guy Van den Broeck 46 2 0 12 May 2024
Parameter-Efficient Fine-Tuning With Adapters Keyu Chen Yuan Pang Zi Yang 27 0 0 09 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 36 7 0 08 May 2024
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs Feiyang Kang H. Just Yifan Sun Himanshu Jahagirdar Yuanzhi Zhang Rongxing Du Anit Kumar Sahu Ruoxi Jia 56 17 0 05 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 47 4 0 27 Apr 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Yann Dauxais Pierre Holat Thierry Charnois 40 0 0 18 Apr 2024
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 36 1 0 18 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 37 7 0 05 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 34 17 0 05 Apr 2024
READ: Improving Relation Extraction from an ADversarial Perspective Dawei Li William Hogan Jingbo Shang AAML 36 0 0 02 Apr 2024
Enterprise Use Cases Combining Knowledge Graphs and Natural Language Processing Phillip Schneider Tim Schopf Juraj Vladika Florian Matthes 27 1 0 01 Apr 2024
Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization Ryan Barron M. Eren Manish Bhattarai Selma Wanna N. Solovyev Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas Cynthia Matuszek 21 2 0 24 Mar 2024
MixRED: A Mix-lingual Relation Extraction Dataset Lingxing Kong Yougang Chu Zheng Ma Jianbing Zhang Liang He Jiajun Chen 39 0 0 23 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 30 6 0 21 Mar 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction Zixuan Li Yutao Zeng Yuxin Zuo Weicheng Ren Wenxuan Liu ... Yidan Liu Pan Yang Xiaolong Jin Jiafeng Guo Xueqi Cheng OffRL 25 24 0 12 Mar 2024