SciREX: A Challenge Dataset for Document-Level Information Extraction

1 May 2020

Papers citing "SciREX: A Challenge Dataset for Document-Level Information Extraction"

29 / 29 papers shown

Title
Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models Jie He Bo Peng Yi-Lun Liao Qun Liu Deyi Xiong 58 8 0 06 Mar 2025
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
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq R. Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 7 0 16 Aug 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
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 19 4 0 17 Dec 2023
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Tom Hope 28 1 0 16 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
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
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
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 20 12 0 24 May 2023
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods Xiang Dai Sarvnaz Karimi 27 3 0 24 Nov 2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector Xingran Chen Ge Zhang A. Nik Mingyu Li Jie Fu 24 5 0 31 Oct 2022
Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen William Gantt Weiwei Gu Tongfei Chen Aaron Steven White Benjamin Van Durme 24 11 0 12 Oct 2022
A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky Vijay Viswanathan Danna Niezni D. Azagury Y. Shamay Hillel Taub-Tabib Tom Hope Yoav Goldberg 29 18 0 04 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Sequence-Based Extractive Summarisation for Scientific Articles Soumya Sharma A. Meena 18 10 0 07 Apr 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Amit Pandey Swayatta Daw Vikram Pudi 22 3 0 05 Apr 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 38 52 0 03 Apr 2022
Document-level Entity-based Extraction as Template Generation Kung-Hsiang Huang Sam Tang Nanyun Peng 22 54 0 10 Sep 2021
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 37 29 0 31 Aug 2021
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews Shruti Singh M. Singh Pawan Goyal 17 8 0 09 Aug 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 11 808 0 22 Jun 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 25 23 0 18 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 16 49 0 31 Mar 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 83 0 30 Jan 2021
PAWLS: PDF Annotation With Labels and Structure Mark Neumann Zejiang Shen Sam Skjonsberg 16 19 0 25 Jan 2021
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Elsevier OA CC-By Corpus Daniel James Kershaw R. Koeling OffRL 19 7 0 03 Aug 2020