Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 1,025 papers shown

Title
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 50 185 0 22 Sep 2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model Qiao Cheng Jin Huang Yitao Duan 50 7 0 22 Sep 2022
Deep Lake: a Lakehouse for Deep Learning S. Hambardzumyan Abhina Tuli Levon Ghukasyan Fariz Rahman Hrant Topchyan ... Mark McQuade M. Harutyunyan Tatevik Hakobyan I. Stranic Davit Buniatyan 48 17 0 22 Sep 2022
Representing Affect Information in Word Embeddings Yuhan Zhang Wenqi Chen Ruihan Zhang Xiajie Zhang CVBM 91 3 0 21 Sep 2022
On the Relation between Sensitivity and Accuracy in In-context Learning Yanda Chen Chen Zhao Zhou Yu Kathleen McKeown He He 187 79 0 16 Sep 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 31 3 0 15 Sep 2022
CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification Charaf Eddine Benarab Shenglin Gui 34 6 0 13 Sep 2022
Learning When to Say "I Don't Know" Nicholas Kashani Motlagh Jim Davis Tim Anderson Jeremy Gwinnup 31 1 0 11 Sep 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 35 71 0 10 Sep 2022
Improving Model Training via Self-learned Label Representations Xiao Yu Nakul Verma SSL 35 0 0 09 Sep 2022
Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual Interactions Sebastian Kiefer Mareike A Hoffmann VLM 26 1 0 07 Sep 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 42 9 0 04 Sep 2022
Random Text Perturbations Work, but not Always Zhengxiang Wang DeLMO 23 1 0 02 Sep 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels Nicholas Roberts Xintong Li Tzu-Heng Huang Dyah Adila Spencer Schoenberg Chengao Liu Lauren Pick Haotian Ma Aws Albarghouthi Frederic Sala UQCV 55 7 0 30 Aug 2022
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 57 4 0 26 Aug 2022
Interpreting Embedding Spaces by Conceptualization Adi Simhi Shaul Markovitch 34 5 0 22 Aug 2022
MockingBERT: A Method for Retroactively Adding Resilience to NLP Models Jan Jezabek A. Singh SILM KELM 46 0 0 21 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 31 2 0 17 Aug 2022
Visual Comparison of Language Model Adaptation Rita Sevastjanova E. Cakmak Shauli Ravfogel Ryan Cotterell Mennatallah El-Assady VLM 61 16 0 17 Aug 2022
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Hongyuan Lu W. Lam 26 9 0 17 Aug 2022
A Context-Aware Approach for Textual Adversarial Attack through Probability Difference Guided Beam Search Bin Ji Jie Yu Shasha Li Jun Ma Shezheng Song AAML 43 1 0 17 Aug 2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models Hendrik Strobelt Albert Webson Victor Sanh Benjamin Hoover Johanna Beyer Hanspeter Pfister Alexander M. Rush VLM 41 136 0 16 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Jindong Wang Xingxu Xie Yue Zhang 42 113 0 12 Aug 2022
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment Jie Zhu Leye Wang Xiao Han 61 9 0 11 Aug 2022
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences Peng Qi Guangtao Wang Jing Huang 29 0 0 03 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 63 5 0 01 Aug 2022
Efficient NLP Model Finetuning via Multistage Data Filtering Ouyang Xu S. Ansari F. Lin Yangfeng Ji 45 2 0 28 Jul 2022
TRIE++: Towards End-to-End Information Extraction from Visually Rich Documents Zhanzhan Cheng Peng Zhang Can Li Qiao Liang Yunlu Xu Pengfei Li Shiliang Pu Yi Niu Fei Wu 23 10 0 14 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism Xiangning Xie Yuqiao Liu Yanan Sun Mengjie Zhang Kay Chen Tan GNN AI4CE 30 2 0 03 Jul 2022
Efficient Entity Candidate Generation for Low-Resource Languages Alberto García-Durán Akhil Arora Robert West 34 0 0 30 Jun 2022
Knowledge Graph Fusion for Language Model Fine-tuning Nimesh Bhana Terence L van Zyl 43 0 0 21 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 46 297 0 19 Jun 2022
A Unified Understanding of Deep NLP Models for Text Classification Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 38 31 0 19 Jun 2022
MixGen: A New Multi-Modal Data Augmentation Xiaoshuai Hao Yi Zhu Srikar Appalaraju Aston Zhang Wanqian Zhang Boyang Li Mu Li VLM 35 85 0 16 Jun 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 38 42 0 16 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 35 96 0 13 Jun 2022
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models Han Liu Bingning Wang Ting Yao Haijin Liang Jianjin Xu Xiaolin Hu BDL 45 1 0 11 Jun 2022
Fooling Explanations in Text Classifiers Adam Ivankay Ivan Girardi Chiara Marchiori P. Frossard AAML 49 19 0 07 Jun 2022
CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities Zirong Chen Isaac Li Haoxiang Zhang S. Preum John A. Stankovic Meiyi Ma 16 9 0 07 Jun 2022
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future Jan-Christoph Klie Bonnie Webber Iryna Gurevych 47 43 0 05 Jun 2022
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages D. Zhu Michael A. Hedderich Fangzhou Zhai David Ifeoluwa Adelani Dietrich Klakow NoLa 41 1 0 03 Jun 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Ryan Cotterell 71 7 0 31 May 2022
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels Do-Myoung Lee Yeachan Kim Chang-gyun Seo NoLa 26 2 0 29 May 2022
kNN-Prompt: Nearest Neighbor Zero-Shot Inference Weijia Shi Julian Michael Suchin Gururangan Luke Zettlemoyer RALM VLM 29 32 0 27 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 28 12 0 25 May 2022
Leveraging QA Datasets to Improve Generative Data Augmentation Dheeraj Mekala Tu Vu Timo Schick Jingbo Shang 54 18 0 25 May 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric Xing Zhiting Hu 43 326 0 25 May 2022
Learning a Better Initialization for Soft Prompts via Meta-Learning Yukun Huang Kun Qian Zhou Yu VLM 101 9 0 25 May 2022
Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift Xueying Bai Jinghuan Shang Yifan Sun Niranjan Balasubramanian CLL 42 1 0 24 May 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 134 100 0 24 May 2022