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 / 317 papers shown

Title
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 27 24 0 12 Mar 2024
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 45 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 40 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 32 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 66 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 31 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 34 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 25 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 44 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 51 146 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 27 5 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 32 181 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 33 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 39 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 21 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 27 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 41 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 28 0 0 05 Nov 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Zhaohui Yan Aaron Courville 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 47 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 21 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 36 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 28 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 26 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 33 1 0 08 Oct 2023
Domain Knowledge Graph Construction Via A Simple Checker Y. Zeng Li-C. Wang 22 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 35 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 30 5 0 20 Sep 2023
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction Chenguang Xue Jiamin Lu 19 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 31 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 30 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 53 0 04 Aug 2023
Evaluating Generative Models for Graph-to-Text Generation Shuzhou Yuan Michael Färber 43 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 25 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 25 31 0 03 Jul 2023
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction Xiang Wei Jinan Xu Ning Cheng Xingyu Cui Jinan Xu Wenjuan Han 23 2 0 03 Jul 2023