Hierarchical Transformers for Long Document Classification

23 October 2019

Jesús Villalba

Najim Dehak

Papers citing "Hierarchical Transformers for Long Document Classification"

39 / 89 papers shown

Title
FontTransformer: Few-shot High-resolution Chinese Glyph Image Synthesis via Stacked Transformers Yitian Liu Zheng Lian 43 13 0 12 Oct 2022
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification Meng Xiao Ziyue Qiao Yanjie Fu Hao Dong Yi Du Pengyang Wang Hui Xiong Yuanchun Zhou 34 10 0 16 Sep 2022
SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus Yufeng Zhao Haiying Che VLM 13 0 0 13 Sep 2022
Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation Jeffrey Willette Seanie Lee Bruno Andreis Kenji Kawaguchi Juho Lee Sung Ju Hwang 18 3 0 26 Aug 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 24 1 0 19 Aug 2022
Unsupervised Learning of Hierarchical Conversation Structure Bo-Ru Lu Yushi Hu Hao Cheng Noah A. Smith Mari Ostendorf 31 3 0 24 May 2022
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version Razvan-Gabriel Cirstea Chenjuan Guo B. Yang Tung Kieu Xuanyi Dong Shirui Pan AI4TS 34 106 0 28 Apr 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media Yida Mu Pu Niu Nikolaos Aletras 31 12 0 21 Apr 2022
Applying Automatic Text Summarization for Fake News Detection Philipp Hartl Udo Kruschwitz 27 11 0 04 Apr 2022
Efficient Classification of Long Documents Using Transformers Hyunji Hayley Park Yogarshi Vyas Kashif Shah 11 51 0 21 Mar 2022
Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals Meng Xiao Ziyue Qiao Yanjie Fu Hao Dong Yi Du Pengyang Wang Dong Li Yuan-Hong Zhou 37 3 0 07 Mar 2022
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 24 25 0 01 Nov 2021
DeepHelp: Deep Learning for Shout Crisis Text Conversations D. Cahn AI4MH 19 1 0 25 Oct 2021
Contrastive Document Representation Learning with Graph Attention Networks Peng-Tao Xu Xinchi Chen Xiaofei Ma Zhiheng Huang Bing Xiang 14 9 0 20 Oct 2021
NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback Ruijie Zhou Soham Deshmukh Jeremiah Greer Charles Lee 18 8 0 05 Oct 2021
Attention Augmented Convolutional Transformer for Tabular Time-series Sharath M. Shankaranarayana D. Runje LMTD AI4TS 66 8 0 05 Oct 2021
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis Sumit Shekhar Bhanu Prakash Reddy Guda Ashutosh Chaubey Ishan Jindal Avanish Jain 30 0 0 01 Oct 2021
Long-Range Transformers for Dynamic Spatiotemporal Forecasting J. E. Grigsby Zhe Wang Nam Nguyen Yanjun Qi AI4TS 69 87 0 24 Sep 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification M. Feucht Zhiliang Wu Sophia Althammer Volker Tresp 6 18 0 24 Sep 2021
A Statutory Article Retrieval Dataset in French Antoine Louis Gerasimos Spanakis RALM AILaw 9 37 0 26 Aug 2021
Long-Short Transformer: Efficient Transformers for Language and Vision Chen Zhu Ming-Yu Liu Chaowei Xiao M. Shoeybi Tom Goldstein Anima Anandkumar Bryan Catanzaro ViT VLM 29 131 0 05 Jul 2021
Focal Self-attention for Local-Global Interactions in Vision Transformers Jianwei Yang Chunyuan Li Pengchuan Zhang Xiyang Dai Bin Xiao Lu Yuan Jianfeng Gao ViT 42 428 0 01 Jul 2021
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records Yikuan Li M. Mamouei G. Salimi-Khorshidi Shishir Rao A. Hassaine D. Canoy Thomas Lukasiewicz K. Rahimi 21 76 0 21 Jun 2021
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates Zhuohao Chen Nikolaos Flemotomos Karan Singla Torrey A. Creed David C. Atkins Shrikanth Narayanan 26 5 0 15 Jun 2021
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding Zizhao Zhang Han Zhang Long Zhao Ting Chen Sercan Ö. Arik Tomas Pfister ViT 17 169 0 26 May 2021
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 29 6 0 11 May 2021
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification Yuqi Si Kirk Roberts 19 9 0 17 Apr 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction Abhishek Mittal Ashutosh Modi 14 2 0 04 Apr 2021
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Pengchuan Zhang Xiyang Dai Jianwei Yang Bin Xiao Lu Yuan Lei Zhang Jianfeng Gao ViT 29 329 0 29 Mar 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza I. Hacihaliloglu Vishal M. Patel ViT MedIm 15 962 0 21 Feb 2021
Arabic Speech Recognition by End-to-End, Modular Systems and Human A. Hussein Shinji Watanabe Ahmed M. Ali VLM 11 47 0 21 Jan 2021
Argument Mining Driven Analysis of Peer-Reviews Michael Fromm Evgeniy Faerman M. Berrendorf Siddharth Bhargava Ruoxia Qi Yao Zhang L. Dennert Sophia Selle Yang Mao Thomas Seidl 8 26 0 10 Dec 2020
Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs (ReINTEL) Trung-Hieu Tran Long Phan Truong-Son Nguyen Tien-Huy Nguyen 22 1 0 10 Dec 2020
Context in Informational Bias Detection Esther van den Berg K. Markert 10 18 0 03 Dec 2020
Tabular Transformers for Modeling Multivariate Time Series Inkit Padhi Yair Schiff Igor Melnyk Mattia Rigotti Youssef Mroueh Pierre L. Dognin Jerret Ross Ravi Nair Erik Altman LMTD AI4TS 19 86 0 03 Nov 2020
Multilevel Text Alignment with Cross-Document Attention Xuhui Zhou Nikolaos Pappas Noah A. Smith 33 18 0 03 Oct 2020
NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources Zewei Chu K. Stratos Kevin Gimpel 6 5 0 29 Sep 2020
Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models Jihyeon Roh Huiseong Gim Soo-Young Lee 21 1 0 18 Sep 2020
Exploring Software Naturalness through Neural Language Models Luca Buratti Saurabh Pujar Mihaela A. Bornea Scott McCarley Yunhui Zheng ... Alessandro Morari Jim Laredo Veronika Thost Yufan Zhuang Giacomo Domeniconi 15 97 0 22 Jun 2020