Character-level Convolutional Networks for Text Classification

4 September 2015

Papers citing "Character-level Convolutional Networks for Text Classification"

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Title
Denoising Multi-Source Weak Supervision for Neural Text Classification Wendi Ren Yinghao Li Hanting Su David Kartchner Cassie S. Mitchell Chao Zhang NoLa 41 70 0 09 Oct 2020
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Saunshi Sadhika Malladi Sanjeev Arora 36 87 0 07 Oct 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? Shayne Longpre Yu Wang Christopher DuBois ViT 24 83 0 05 Oct 2020
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Hanjie Chen Yangfeng Ji AAML VLM 41 63 0 01 Oct 2020
Assessing Robustness of Text Classification through Maximal Safe Radius Computation Emanuele La Malfa Min Wu Luca Laurenti Benjie Wang Anthony Hartshorn Marta Z. Kwiatkowska AAML 25 18 0 01 Oct 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 61 396 0 14 Sep 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Yandrapati Prakash Babu Eswari Rajagopal 37 9 0 12 Sep 2020
Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology Yangjun Zhang Pengjie Ren Maarten de Rijke 31 11 0 21 Aug 2020
DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification Libo Qin Wanxiang Che Yangming Li Minheng Ni Ting Liu 29 94 0 16 Aug 2020
Visual Attack and Defense on Text Shengjun Liu Ningkang Jiang Yuanbin Wu AAML 20 0 0 07 Aug 2020
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation Kasun Bandara Hansika Hewamalage Yuan-Hao Liu Yanfei Kang Christoph Bergmeir AI4TS 53 115 0 06 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 48 157 0 06 Aug 2020
TweepFake: about Detecting Deepfake Tweets T. Fagni Fabrizio Falchi Margherita Gambini Antonio Martella Maurizio Tesconi 36 218 0 31 Jul 2020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation Sebastian Bruch Jan Pfeifer Mathieu Guillame-Bert 26 7 0 29 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 298 2,037 0 28 Jul 2020
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text Koustava Goswami P. Rani Bharathi Raja Chakravarthi Theodorus Fransen John P. Mccrae 26 9 0 27 Jul 2020
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks Bharath Kandimalla Shaurya Rohatgi Jian Wu C. Lee Giles 38 31 0 27 Jul 2020
HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Aditya Srivastava V. H. Vardhan 37 5 0 23 Jul 2020
Meta-Learning Requires Meta-Augmentation Janarthanan Rajendran A. Irpan Eric Jang 33 93 0 10 Jul 2020
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi-Rezaabad S. Vishwanath 25 62 0 09 Jul 2020
Unsupervised Semantic Hashing with Pairwise Reconstruction Casper Hansen Christian B. Hansen J. Simonsen Stephen Alstrup Christina Lioma 32 18 0 01 Jul 2020
Natural Backdoor Attack on Text Data Lichao Sun SILM 24 39 0 29 Jun 2020
Multichannel CNN with Attention for Text Classification Zhenyu Liu Haiwei Huang Chaohong Lu Shengfei Lyu 14 28 0 29 Jun 2020
Combine Convolution with Recurrent Networks for Text Classification Shengfei Lyu Jiaqi Liu 23 6 0 29 Jun 2020
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability Kaizhao Liang Jacky Y. Zhang Wei Ping Zhuolin Yang Oluwasanmi Koyejo Yangqiu Song AAML 46 26 0 25 Jun 2020
Crossmodal Language Grounding in an Embodied Neurocognitive Model Stefan Heinrich Yuan Yao Tobias Hinz Zhiyuan Liu Thomas Hummel Matthias Kerzel C. Weber S. Wermter LM&Ro 36 19 0 24 Jun 2020
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble Yi Zhou Xiaoqing Zheng Cho-Jui Hsieh Kai-Wei Chang Xuanjing Huang SILM 53 48 0 20 Jun 2020
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss Mahmoud Daif Shunsuke Kitada Hitoshi Iyatomi VLM 30 3 0 20 Jun 2020
Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers I. Fursov A. Zaytsev Nikita Klyuchnikov A. Kravchenko Evgeny Burnaev AAML SILM 31 5 0 19 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 48 36 0 18 Jun 2020
Data Augmentation for Graph Neural Networks Tong Zhao Yozen Liu Leonardo Neves Oliver J. Woodford Meng Jiang Neil Shah GNN 59 408 0 11 Jun 2020
ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun 30 4 0 11 Jun 2020
Why Attentions May Not Be Interpretable? Bing Bai Jian Liang Guanhua Zhang Hao Li Kun Bai Fei Wang FAtt 30 56 0 10 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 32 295 0 09 Jun 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Zihang Dai Guokun Lai Yiming Yang Quoc V. Le 48 230 0 05 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 33 7 0 05 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 35 72 0 31 May 2020
Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions Xiaoya Li Mingxin Zhou Jiawei Wu Arianna Yuan Fei Wu Jiwei Li 24 45 0 29 May 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye Chengyue Gong Qiang Liu AAML 31 95 0 29 May 2020
TRIE: End-to-End Text Reading and Information Extraction for Document Understanding Peng Zhang Yunlu Xu Zhanzhan Cheng Shiliang Pu Jing Lu Liang Qiao Yi Niu Fei Wu SyDa 32 102 0 27 May 2020
BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection Jihyung Moon Won Ik Cho Junbum Lee 30 94 0 26 May 2020
iCapsNets: Towards Interpretable Capsule Networks for Text Classification Zhengyang Wang Xia Hu Shuiwang Ji 24 11 0 16 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 46 12 0 13 May 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 19 26 0 07 May 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 21 3 0 02 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 60 212 0 01 May 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 40 95 0 30 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 30 111 0 25 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 35 91 0 24 Apr 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai Hannaneh Hajishirzi NAI 45 111 0 21 Apr 2020