SGM: Sequence Generation Model for Multi-label Classification

13 June 2018

Houfeng Wang

Papers citing "SGM: Sequence Generation Model for Multi-label Classification"

50 / 106 papers shown

Title
Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li Mukund Sridhar Chandan Prakash Jin Cao Wael Hamza Julian McAuley KELM 33 6 0 28 Apr 2022
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems Yang Deng Wenxuan Zhang Weiwen Xu Wenqiang Lei Tat-Seng Chua W. Lam LRM 38 60 0 14 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification Chao Yu Yi Shen Yue Mao Longjun Cai 29 22 0 02 Apr 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Kai-Wei Chang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee 24 22 0 31 Mar 2022
TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification Sanskar Soni S. Chouhan S. Rathore 35 95 0 10 Mar 2022
Memory Efficient Continual Learning with Transformers Beyza Ermis Giovanni Zappella Martin Wistuba Aditya Rawal Cédric Archambeau CLL 26 42 0 09 Mar 2022
Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition Peipei Zhu Tianlin Li Yong Luo Zhenglong Sun Wei-Shi Zheng Yaowei Wang Chia-Ju Chen 30 12 0 07 Mar 2022
Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition Yi Zhang Mingyuan Chen Jundong Shen Chongjun Wang 21 59 0 15 Jan 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 26 27 0 08 Jan 2022
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition Changxing Wu Liuwen Cao Yubin Ge Yang Liu Min Zhang Jinsong Su 26 32 0 22 Dec 2021
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation Sanghun Im Gibaeg Kim Heung-Seon Oh Seong-Mok Jo Donghwan Kim BDL 44 4 0 22 Nov 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training Vikram Gupta 23 4 0 11 Nov 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 126 82 0 26 Sep 2021
Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification Wei Huang Chen Liu Yihua Zhao Xinyun Yang Zhaoming Pan Zhimin Zhang Guiquan Liu 11 2 0 17 Sep 2021
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua Wu LRM 26 28 0 13 Sep 2021
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Jiaju Lin Qin Chen 29 1 0 11 Sep 2021
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder Xiangyu Xi Wei Ye Shikun Zhang Quanxiu Wang Huixing Jiang Wei Wu 18 24 0 01 Jul 2021
Label prompt for multi-label text classification Rui Song Xingbing Chen Zelong Liu Haining An Zhiqi Zhang Xiaoguang Wang Hao Xu VLM 26 4 0 18 Jun 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Ximing Zhang Qian-Wen Zhang Zhao Yan Ruifang Liu Yunbo Cao 22 48 0 06 Jun 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Zhongfen Deng Hao Peng Dongxiao He Jianxin Li Philip S. Yu 6 53 0 12 Apr 2021
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification Irene Z Li Aosong Feng Hao Wu Tianxiao Li Toyotaro Suzumura Ruihai Dong 21 9 0 26 Mar 2021
Speaker and Direction Inferred Dual-channel Speech Separation Chenxing Li Jiaming Xu N. Mesgarani Bo Xu 8 8 0 08 Feb 2021
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Hassan Alhuzali Sophia Ananiadou 50 86 0 25 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 27 7 0 03 Jan 2021
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 63 67 0 09 Dec 2020
Leveraging Order-Free Tag Relations for Context-Aware Recommendation Junmo Kang Jeonghwan Kim Suwon Shin Sung-Hyon Myaeng 3DV 9 1 0 05 Dec 2020
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 21 5 0 16 Nov 2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction H. Zhang Qianying Liu Aysa Xuemo Fan Heng Ji Daojian Zeng Fei Cheng Daisuke Kawahara Sadao Kurohashi 20 44 0 16 Sep 2020
EmoGraph: Capturing Emotion Correlations using Graph Networks Peng Xu Zihan Liu Genta Indra Winata Zhaojiang Lin Pascale Fung 32 23 0 21 Aug 2020
Label-Wise Document Pre-Training for Multi-Label Text Classification Han Liu Caixia Yuan Xiaojie Wang VLM 6 13 0 15 Aug 2020
I-AID: Identifying Actionable Information from Disaster-related Tweets Hamada M. Zahera Rricha Jalota M. A. Sherif A. N. Ngomo 13 13 0 04 Aug 2020
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 25 329 0 02 Aug 2020
Document Classification for COVID-19 Literature Bernal Jiménez Gutiérrez Juncheng Zeng Dongdong Zhang Ping Zhang Yu-Chuan Su OOD 11 32 0 15 Jun 2020
Req2Lib: A Semantic Neural Model for Software Library Recommendation Zhensu Sun Yan Liu Ziming Cheng Chen Yang Pengyu Che 11 16 0 24 May 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
Long-length Legal Document Classification Lulu Wan G. Papageorgiou M. Seddon Mirko Bernardoni AILaw VLM 16 33 0 14 Dec 2019
Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits Achyudh Ram Ji Xin M. Nagappan Yaoliang Yu Rocío Cabrera Lozoya A. Sabetta Jimmy J. Lin 19 3 0 15 Nov 2019
Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation Chenyang Huang Amine Trabelsi Xuebin Qin Nawshad Farruque Osmar R. Zaïane 21 15 0 06 Nov 2019
Recursive Graphical Neural Networks for Text Classification Wei Li Shuheng Li Shuming Ma Yancheng He Deli Chen Xu Sun GNN 19 10 0 18 Sep 2019
Order-free Learning Alleviating Exposure Bias in Multi-label Classification Che-Ping Tsai Hung-yi Lee 11 33 0 08 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 9 80 0 02 Sep 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation Shuming Ma Pengcheng Yang Tianyu Liu Peng Li Jie Zhou Xu Sun SyDa 16 48 0 08 Aug 2019
An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning Duan Wei Li Lin AILaw 11 4 0 04 Jul 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 14 141 0 09 Jun 2019
Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification Xin Huang Boli Chen Lin Xiao L. Jing 8 36 0 24 May 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo Peng Li Jie Zhou Pengcheng Yang Baobao Chang Zhifang Sui Xu Sun OffRL 37 170 0 24 May 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 13 296 0 17 Apr 2019
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction Kechen Qin Cheng Li Virgil Pavlu J. Aslam 11 25 0 11 Apr 2019
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification Che-Ping Tsai Hung-yi Lee GAN 11 6 0 12 Nov 2018
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Rafael M. O. Cruz Zihan Zhang R. Sabourin Suyang Dai Hiroshi Mamitsuka Shanfeng Zhu VLM 22 250 0 01 Nov 2018