Character-level Convolutional Networks for Text Classification

4 September 2015

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

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Title
LST: Lexicon-Guided Self-Training for Few-Shot Text Classification Hazel Kim Jaeman Son Yo-Sub Han 26 3 0 05 Feb 2022
Identifying Self-Admitted Technical Debt in Issue Tracking Systems using Machine Learning Yikun Li Mohamed Soliman P. Avgeriou 31 26 0 04 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 32 14 0 04 Feb 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 194 186 0 03 Feb 2022
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features Zhaowei Zhu Jialu Wang Yang Liu NoLa 38 37 0 02 Feb 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 137 42 0 28 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong-jia Jiang Weiping Li Wen Zhao VLM 37 15 0 14 Jan 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 57 256 0 10 Jan 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis L. Ein-Dor Ilya Shnayderman Artem Spector Lena Dankin R. Aharonov Noam Slonim 38 8 0 06 Jan 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction Aaron Chan Maziar Sanjabi Lambert Mathias L Tan Shaoliang Nie Xiaochang Peng Xiang Ren Hamed Firooz 46 42 0 16 Dec 2021
ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification Hazel Kim Daecheol Woo Seong Joon Oh Jeong-Won Cha Yo-Sub Han 328 33 0 16 Dec 2021
Automatic Product Copywriting for E-Commerce Xueying Zhang Yanyan Zou Hainan Zhang Jing Zhou Shiliang Diao ... Xueqi He Yun Xiao Bo Long Han Yu Lingfei Wu 29 27 0 15 Dec 2021
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts Daniel Khashabi Xinxi Lyu Sewon Min Lianhui Qin Kyle Richardson ... Hannaneh Hajishirzi Tushar Khot Ashish Sabharwal Sameer Singh Yejin Choi 26 75 0 15 Dec 2021
The King is Naked: on the Notion of Robustness for Natural Language Processing Emanuele La Malfa Marta Z. Kwiatkowska 26 28 0 13 Dec 2021
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Yinhua Piao Sangseon Lee Dohoon Lee Sun Kim 26 34 0 13 Dec 2021
Quantifying and Understanding Adversarial Examples in Discrete Input Spaces Volodymyr Kuleshov Evgenii Nikishin S. Thakoor Tingfung Lau Stefano Ermon AAML 27 1 0 12 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 38 78 0 09 Dec 2021
AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning Rishikesh Magar Yuyang Wang Cooper Lorsung Chen Liang Hariharan Ramasubramanian Peiyuan Li A. Farimani 28 28 0 30 Nov 2021
A General Framework for Defending Against Backdoor Attacks via Influence Graph Xiaofei Sun Jiwei Li Xiaoya Li Ziyao Wang Tianwei Zhang Han Qiu Fei Wu Chun Fan AAML TDI 26 5 0 29 Nov 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 27 64 0 26 Nov 2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 44 33 0 18 Nov 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 26 13 0 16 Nov 2021
On-Demand Unlabeled Personalized Federated Learning Ohad Amosy G. Eyal Gal Chechik FedML 46 2 0 16 Nov 2021
Triggerless Backdoor Attack for NLP Tasks with Clean Labels Leilei Gan Jiwei Li Tianwei Zhang Xiaoya Li Yuxian Meng Fei Wu Yi Yang Shangwei Guo Chun Fan AAML SILM 29 74 0 15 Nov 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 29 8 0 12 Nov 2021
Character-level HyperNetworks for Hate Speech Detection Tomer Wullach A. Adler Einat Minkov 26 12 0 11 Nov 2021
Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation Shivani Malhotra Vinay Kumar A. K. Agarwal DRL 11 0 0 10 Nov 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 36 1 0 09 Nov 2021
Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning Tamjid Al-Rahat Tu Le Yuan Tian 29 6 0 08 Nov 2021
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches Dongyue Guo Jianwei Zhang Bo Yang Yi Lin 32 10 0 03 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learning Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 37 285 0 03 Nov 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 22 15 0 02 Nov 2021
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 29 25 0 01 Nov 2021
Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning Xuanli He I. Keivanloo Yi Xu Xiang He Belinda Zeng Santosh Rajagopalan Trishul Chilimbi 21 18 0 30 Oct 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 77 473 0 29 Oct 2021
Syllabic Quantity Patterns as Rhythmic Features for Latin Authorship Attribution Silvia Corbara Alejandro Moreo Fabrizio Sebastiani 35 8 0 27 Oct 2021
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules Wei Tan Lan Du Wray Buntine 16 30 0 27 Oct 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 37 16 0 26 Oct 2021
Task-Specific Dependency-based Word Embedding Methods Chengwei Wei Bin Wang C.-C. Jay Kuo 33 6 0 26 Oct 2021
Generating artificial texts as substitution or complement of training data Vincent Claveau Antoine Chaffin Ewa Kijak 41 9 0 25 Oct 2021
Improved Goal Oriented Dialogue via Utterance Generation and Look Ahead Hong Huang Boaz Carmeli Ateret Anaby-Tavor 37 2 0 24 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 24 45 0 20 Oct 2021
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models Qinyuan Ye Madian Khabsa M. Lewis Sinong Wang Xiang Ren Aaron Jaech 44 5 0 16 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 21 35 0 15 Oct 2021
Generating Natural Language Adversarial Examples through An Improved Beam Search Algorithm Tengfei Zhao Zhaocheng Ge Han Hu Di Shi AAML 35 3 0 15 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 278 0 15 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq Joty CLL 178 99 0 14 Oct 2021
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Fanchao Qi Yangyi Chen Xurui Zhang Mukai Li Zhiyuan Liu Maosong Sun AAML SILM 82 175 0 14 Oct 2021
RelaySum for Decentralized Deep Learning on Heterogeneous Data Thijs Vogels Lie He Anastasia Koloskova Tao R. Lin Sai Praneeth Karimireddy Sebastian U. Stich Martin Jaggi FedML MoE 18 61 0 08 Oct 2021
Weakly-supervised Text Classification Based on Keyword Graph Lu Zhang Jiandong Ding Yi Xu Yingyao Liu Shuigeng Zhou OffRL OOD 44 56 0 06 Oct 2021