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2005.00512
Cited By
SciREX: A Challenge Dataset for Document-Level Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
1 May 2020
Sarthak Jain
Madeleine van Zuylen
Hannaneh Hajishirzi
Iz Beltagy
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Github (133★)
Papers citing
"SciREX: A Challenge Dataset for Document-Level Information Extraction"
50 / 92 papers shown
A systematic review of relation extraction task since the emergence of Transformers
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314
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Tiyasha Banerjee
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Xinya Du
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181
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19 Sep 2025
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
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Yingyi Zhang
Jitong Peng
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188
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CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation
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Kyle Lo
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474
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27 May 2025
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
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Yufang Hou
Stephen Wan
488
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23 May 2025
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets
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Sean McQuade
Kevin Young
Brendan O'Connor
321
1
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16 May 2025
Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models
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Bo Peng
Yi-Lun Liao
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Deyi Xiong
282
9
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06 Mar 2025
Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments
Marc Felix Brinner
Sina Zarrieß
452
1
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10 Feb 2025
Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences
Melanie Mcgrath
Harrison Bailey
Necva Bölücü
Xiang Dai
Sarvnaz Karimi
Cécile Paris
434
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0
16 Dec 2024
StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training
Kaustubh Ponkshe
Venkatapathy Subramanian
Natwar Modani
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301
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0
25 Nov 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents
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Qi Zhang
Zhijia Chen
Huitong Pan
Cornelia Caragea
Longin Jan Latecki
Eduard Constantin Dragut
279
24
0
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Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards
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Furkan Şahinuç
Thy Thy Tran
Yulia Grishina
Yufang Hou
Bei Chen
Iryna Gurevych
408
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Shrimon Mukherjee
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302
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READoc: A Unified Benchmark for Realistic Document Structured Extraction
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Zichao Li
Aizier Abulaiti
Yaojie Lu
Xuanang Chen
Jia Zheng
Hongyu Lin
Xianpei Han
Le Sun
476
11
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Instruction Finetuning for Leaderboard Generation from Empirical AI Research
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Jennifer D'Souza
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260
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LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
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Hai Nguyen Ngoc
Tiviatis Sim
Hieu Dao
Shafiq Joty
Kenji Kawaguchi
Nancy F. Chen
Min-Yen Kan
547
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Longin Jan Latecki
283
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A Survey of Video Datasets for Grounded Event Understanding
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Benjamin Van Durme
295
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Scalable Detection of Salient Entities in News Articles
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191
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RealKIE: Five Novel Datasets for Enterprise Key Information Extraction
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342
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Extracting Polymer Nanocomposite Samples from Full-Length Documents
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Yuan Chiang
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215
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Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing
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Aishat Adeboye
Sonakshi Gupta
Chao Zhang
R. Ramprasad
220
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Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
Qingyun Wang
Zixuan Zhang
Hongxiang Li
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Jiawei Han
Huimin Zhao
Heng Ji
371
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18 Jan 2024
LEGOBench: Scientific Leaderboard Generation Benchmark
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Shruti Singh
Shoaib Alam
Husain Malwat
Mayank Singh
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308
3
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Solving Label Variation in Scientific Information Extraction via Multi-Task Learning
Dong Pham
Xanh Ho
Quang-Thuy Ha
Akiko Aizawa
200
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HyperPIE: Hyperparameter Information Extraction from Scientific Publications
T. Saier
Mayumi Ohta
Takuto Asakura
Michael Färber
328
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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
251
18
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CARE: Extracting Experimental Findings From Clinical Literature
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Bailey Kuehl
Erin Bransom
Doug Downey
Kyle Lo
380
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All Data on the Table: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction
Yuhan Li
Jian Wu
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Manabu Okumura
Chin-Yew Lin
315
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PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Jerry Junyang Cheung
Yuchen Zhuang
Yinghao Li
Pranav Shetty
Wantian Zhao
Sanjeev Grampurohit
R. Ramprasad
Chao Zhang
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214
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FAMuS: Frames Across Multiple Sources
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Siddharth Vashishtha
Alexander Martin
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255
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Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach
Madhusudan Ghosh
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219
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Probing Representations for Document-level Event Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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Xinya Du
Claire Cardie
199
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A Unified View of Evaluation Metrics for Structured Prediction
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William Gantt
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231
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MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering
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Yingqiang Gao
Richard H. R. Hahnloser
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242
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Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
Neural Information Processing Systems (NeurIPS), 2023
Haoran Luo
E. Haihong
Yuhao Yang
Tianyu Yao
Yikai Guo
...
Wentai Zhang
Kaiyang Wan
Shiyao Peng
Meina Song
Wei Lin
NAI
430
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Automatic Aspect Extraction from Scientific Texts
International Joint Conference on the Analysis of Images, Social Networks and Texts (AIST), 2023
Anna Marshalova
E. Bruches
Tatiana Batura
199
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A Survey of Document-Level Information Extraction
Hanwen Zheng
Sijia Wang
Lifu Huang
272
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Cited Text Spans for Citation Text Generation
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Yi-Hui Lee
Jessica Ouyang
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467
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UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
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Wenxuan Zhou
Sheng Zhang
Yu Gu
Muhao Chen
Hoifung Poon
278
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Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
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Carlos F. Enguix
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Yue Yu
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440
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DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions
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Luyu Gao
Tongshuang Wu
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Graham Neubig
258
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The ACL OCL Corpus: Advancing Open Science in Computational Linguistics
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Yanxia Qin
Benjamin Aw
Niranjana Unnithan
MingSung Kan
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245
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DMDD: A Large-Scale Dataset for Dataset Mentions Detection
Transactions of the Association for Computational Linguistics (TACL), 2023
Huitong Pan
Tao Gui
Eduard Constantin Dragut
Cornelia Caragea
Longin Jan Latecki
204
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0
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ORKG-Leaderboards: A Systematic Workflow for Mining Leaderboards as a Knowledge Graph
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Salomon Kabongo KABENAMUALU
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Zhijing Jin
Bernhard Schölkopf
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Mrinmaya Sachan
Amélie Reymond
378
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Bailey Kuehl
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Doug Downey
344
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Zero-shot Entailment of Leaderboards for Empirical AI Research
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267
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