An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning

4 July 2019

Papers citing "An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning"

26 / 26 papers shown

Title
Empirical Study of Deep Learning for Text Classification in Legal Document Review Fusheng Wei Han Qin Shi Ye Haozhen Zhao AILaw VLM 35 79 0 03 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yanjie Wang Junbin Gao Xue Li 51 195 0 03 Aug 2018
CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction Chaojun Xiao Haoxiang Zhong Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 104 277 0 04 Jul 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 52 381 0 13 Jun 2018
AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification Yanghoon Kim Hwanhee Lee Kyomin Jung 46 45 0 03 Apr 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 150 2,285 0 06 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 182 11,542 0 15 Feb 2018
Exploring the Use of Text Classification in the Legal Domain Octavia Maria Sulea Marcos Zampieri S. Malmasi M. Vela Liviu P. Dinu Josef van Genabith AILaw 44 161 0 25 Oct 2017
Multi-View Spectral Clustering via Structured Low-Rank Matrix Factorization Yang Wang Lin Wu 68 345 0 05 Sep 2017
Beyond Low-Rank Representations: Orthogonal Clustering Basis Reconstruction with Optimized Graph Structure for Multi-view Spectral Clustering Yang Wang Lin Wu 45 121 0 04 Aug 2017
Learning to Predict Charges for Criminal Cases with Legal Basis Bingfeng Luo Yansong Feng Jianbo Xu Xiang Zhang Dongyan Zhao AILaw 55 268 0 28 Jul 2017
A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning Honglun Zhang Liqiang Xiao Yongkun Wang Yaohui Jin 34 61 0 10 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 626 130,942 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 148 3,283 0 08 May 2017
Gov2Vec: Learning Distributed Representations of Institutions and Their Legal Text John J. Nay AILaw NAI SSL 96 20 0 21 Sep 2016
Iterative Views Agreement: An Iterative Low-Rank based Structured Optimization Method to Multi-View Spectral Clustering Yang Wang Weinan Zhang Lin Wu Xuemin Lin Meng Fang Shirui Pan 57 231 0 19 Aug 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 74 964 0 09 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 352 7,956 0 17 Aug 2015
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition Baoguang Shi X. Bai Cong Yao VLM 183 2,484 0 21 Jul 2015
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 145 1,705 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 503 27,263 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 595 13,416 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 830 23,310 0 03 Jun 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 625 31,469 0 16 Jan 2013