Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach

5 November 2023

Papers citing "Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach"

22 / 22 papers shown

Title
Why Did You Not Compare With That? Identifying Papers for Use as Baselines Manjot Bedi Tanisha Pandey S. Bhatia Tanmoy Chakraborty 56 7 0 20 Jan 2022
SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation Hong Chen Hiroya Takamura Hideki Nakayama 83 20 0 20 Oct 2021
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 104 31 0 31 Aug 2021
End-to-End NLP Knowledge Graph Construction Ishani Mondal Yufang Hou Charles Jochim 46 33 0 02 Jun 2021
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition Xinyan Zhao Haibo Ding Z. Feng 58 23 0 13 Apr 2021
A hybrid deep-learning approach for complex biochemical named entity recognition Jian Liu Lei Gao Sujie Guo Rui Ding Xin Huang Long Ye Qinghua Meng A. Nazari D. Thiruvady 17 42 0 20 Dec 2020
Coarse-to-Fine Pre-training for Named Entity Recognition Mengge Xue Yu Bowen Zhenyu Zhang Tingwen Liu Yue Zhang Bin Wang 58 53 0 16 Oct 2020
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision Chen Liang Yue Yu Haoming Jiang Siawpeng Er Ruijia Wang T. Zhao Chao Zhang OffRL 72 240 0 28 Jun 2020
AxCell: Automatic Extraction of Results from Machine Learning Papers Marcin Kardas Piotr Czapla Pontus Stenetorp Sebastian Ruder Sebastian Riedel Ross Taylor Robert Stojnic 47 76 0 29 Apr 2020
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition Bill Yuchen Lin Dong-Ho Lee Minghan Shen Ryan Rene Moreno Xiao Huang Prashant Shiralkar Xiang Ren 85 87 0 16 Apr 2020
Robust Named Entity Recognition with Truecasing Pretraining Stephen D. Mayhew Nitish Gupta Dan Roth 50 40 0 15 Dec 2019
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning Daojian Zeng Haoran Zhang Qianying Liu 59 191 0 24 Nov 2019
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction Tapas Nayak Hwee Tou Ng 3DV 84 235 0 22 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,598 0 05 Nov 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji NoLa 71 77 0 26 Aug 2019
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction Yufang Hou Charles Jochim Martin Gleize Francesca Bonin Debasis Ganguly 69 94 0 21 Jun 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 100 103 0 04 Jun 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 183 2,990 0 26 Mar 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 110 1,170 0 22 Dec 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 118 685 0 29 Aug 2018
Multi-Task Learning of Keyphrase Boundary Classification Isabelle Augenstein Anders Søgaard 103 71 0 03 Apr 2017
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 124 2,659 0 04 Mar 2016