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
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 42 11 0 02 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 38 2 0 01 Mar 2024
IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model Jianli Zhao Changhao Xu Bin Jiang 30 0 0 24 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 Feb 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction Mohan Raj Chanthran Lay-Ki Soon H. Ong Bhawani Selvaretnam 30 0 0 22 Feb 2024
C-ICL: Contrastive In-context Learning for Information Extraction Ying Mo Jiahao Liu Jian Yang Qifan Wang Shun Zhang Jingang Wang Zhoujun Li 52 15 0 17 Feb 2024
Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning Yinpeng Liu Jiawei Liu Xiang Shi Qikai Cheng Yong Huang Wei Lu 28 24 0 16 Feb 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 49 1 0 18 Jan 2024
Distantly Supervised Morpho-Syntactic Model for Relation Extraction Nicolas Gutehrlé Iana Atanassova 29 0 0 18 Jan 2024
MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction Ankan Mullick Akash Ghosh G. Chaitanya Samir Ghui Tapas Nayak Seung-Cheol Lee S. Bhattacharjee Pawan Goyal 13 10 0 18 Jan 2024
LEGOBench: Scientific Leaderboard Generation Benchmark Shruti Singh Shoaib Alam Husain Malwat Mayank Singh ELM 23 1 0 11 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 38 15 0 02 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Solving Label Variation in Scientific Information Extraction via Multi-Task Learning Dong Pham Xanh Ho Quang-Thuy Ha Akiko Aizawa 16 0 0 25 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 19 4 0 19 Dec 2023
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 19 4 0 17 Dec 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 24 180 0 17 Nov 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets Wolfgang Otto Matthäus Zloch Lu Gan Saurav Karmakar Stefan Dietze 25 8 0 16 Nov 2023
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Tom Hope 28 1 0 16 Nov 2023
Evolving Domain Adaptation of Pretrained Language Models for Text Classification Yun-Shiuan Chuang Yi Wu Dhruv Gupta Rheeya Uppaal Ananya Kumar Luhang Sun Makesh Narsimhan Sreedhar Sijia Yang Timothy T. Rogers Junjie Hu VLM 34 4 0 16 Nov 2023
All Data on the Table: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction Yuhan Li Jian Wu Zhiwei Yu Börje F. Karlsson Wei Shen Manabu Okumura Chin-Yew Lin 19 1 0 14 Nov 2023
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature Jerry Junyang Cheung Yuchen Zhuang Yinghao Li Pranav Shetty Wantian Zhao Sanjeev Grampurohit R. Ramprasad Chao Zhang AI4CE 14 11 0 13 Nov 2023
Transfer Learning for Structured Pruning under Limited Task Data Lucio Dery David Grangier Awni Y. Hannun 17 0 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 29 14 0 09 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 103 31 0 06 Nov 2023
Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach Madhusudan Ghosh Debasis Ganguly Partha Basuchowdhuri S. Naskar 23 0 0 05 Nov 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Zhaohui Yan Songlin Yang Wei Liu Kewei Tu 24 10 0 26 Oct 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 35 7 0 24 Oct 2023
A Unified View of Evaluation Metrics for Structured Prediction Yunmo Chen William Gantt Tongfei Chen Aaron Steven White Benjamin Van Durme 19 7 0 20 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 32 7 0 19 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 26 1 0 18 Oct 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis Jianqiao Lu Wenyong Huang Nianzu Zheng Xingshan Zeng Y. Yeung Xiao Chen SyDa 24 1 0 09 Oct 2023
Distantly-Supervised Joint Extraction with Noise-Robust Learning Yufei Li Xiao Yu Yanghong Guo Yanchi Liu Haifeng Chen Cong Liu NoLa 25 1 0 08 Oct 2023
Domain Knowledge Graph Construction Via A Simple Checker Y. Zeng Li-C. Wang 14 2 0 08 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 55 5 0 04 Oct 2023
A Survey of Document-Level Information Extraction Hanwen Zheng Sijia Wang Lifu Huang 29 1 0 23 Sep 2023
Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization Yilun Zhu Siyao Peng Sameer Pradhan Amir Zeldes LRM 22 5 0 20 Sep 2023
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction Chenguang Xue Jiamin Lu 11 0 0 18 Sep 2023
Extracting Mathematical Concepts with Large Language Models Valeria C V de Paiva Qiyue Gao Pavel Kovalev Lawrence S. Moss 19 1 0 29 Aug 2023
CARE: Co-Attention Network for Joint Entity and Relation Extraction Wenjun Kong Yamei Xia 14 1 0 24 Aug 2023
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification Yibo Hu Eric Parolin Latif Khan Patrick T. Brandt Javier Osorio Vito DÓrazio 21 2 0 15 Aug 2023
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou Sheng Zhang Yu Gu Muhao Chen Hoifung Poon 24 59 0 07 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 31 52 0 04 Aug 2023
Evaluating Generative Models for Graph-to-Text Generation Shuzhou Yuan Michael Färber 40 19 0 27 Jul 2023
Parmesan: mathematical concept extraction for education Jacob Collard Valeria C V de Paiva Eswaran Subrahmanian 21 3 0 13 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 19 14 0 05 Jul 2023
Named Entity Inclusion in Abstractive Text Summarization S. Berezin Tatiana Batura 39 7 0 05 Jul 2023
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction S. Carta Alessandro Giuliani L. piano Alessandro Sebastian Podda Livio Pompianu Sandro Gabriele Tiddia 22 31 0 03 Jul 2023
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction Xiang Wei Yufeng Chen Ning Cheng Xingyu Cui Jinan Xu Wenjuan Han 13 2 0 03 Jul 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval Yu Bowen Mengcheng Fang Tingwen Liu Haiyang Yu Zhongkai Hu Fei Huang Yongbin Li Bin Wang RALM SSL 36 7 0 18 Jun 2023