Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 901 papers shown

Title
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 26 25 0 06 Oct 2022
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 235 208 0 05 Oct 2022
Relative representations enable zero-shot latent space communication Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Francesco Locatello Emanuele Rodolà 34 97 0 30 Sep 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 55 30 0 28 Sep 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 41 183 0 22 Sep 2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model Qiao Cheng Jin Huang Yitao Duan 36 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 29 17 0 22 Sep 2022
Representing Affect Information in Word Embeddings Yuhan Zhang Wenqi Chen Ruihan Zhang Xiajie Zhang CVBM 62 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 182 77 0 16 Sep 2022
A semantic hierarchical graph neural network for text classification Shuai Hua Xinxin Li Yun Jing Qu Liu 17 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 29 6 0 13 Sep 2022
Learning When to Say "I Don't Know" Nicholas Kashani Motlagh Jim Davis Tim Anderson Jeremy Gwinnup 26 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 30 70 0 10 Sep 2022
Improving Model Training via Self-learned Label Representations Xiao Yu Nakul Verma SSL 30 0 0 09 Sep 2022
Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual Interactions Sebastian Kiefer Mareike A Hoffmann VLM 21 1 0 07 Sep 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 35 9 0 04 Sep 2022
Random Text Perturbations Work, but not Always Zhengxiang Wang DeLMO 12 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 40 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 29 5 0 22 Aug 2022
MockingBERT: A Method for Retroactively Adding Resilience to NLP Models Jan Jezabek A. Singh SILM KELM 36 0 0 21 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 18 2 0 17 Aug 2022
Visual Comparison of Language Model Adaptation Rita Sevastjanova E. Cakmak Shauli Ravfogel Ryan Cotterell Mennatallah El-Assady VLM 49 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 Huijun Liu Jie Yu Shasha Li Jun Ma Bin Ji AAML 38 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 36 136 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 32 113 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 40 9 0 11 Aug 2022
SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences Peng Qi Guangtao Wang Jing Huang 24 0 0 03 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 38 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
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 29 0 0 30 Jun 2022
Knowledge Graph Fusion for Language Model Fine-tuning Nimesh Bhana Terence L van Zyl 19 0 0 21 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 46 296 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 30 0 19 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 33 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 40 1 0 11 Jun 2022
Fooling Explanations in Text Classifiers Adam Ivankay Ivan Girardi Chiara Marchiori P. Frossard AAML 35 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 8 0 07 Jun 2022
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future Jan-Christoph Klie Bonnie Webber Iryna Gurevych 42 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 34 0 0 03 Jun 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Ryan Cotterell 60 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 21 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 23 12 0 25 May 2022
Leveraging QA Datasets to Improve Generative Data Augmentation Dheeraj Mekala Tu Vu Timo Schick Jingbo Shang 29 18 0 25 May 2022
Learning a Better Initialization for Soft Prompts via Meta-Learning Yukun Huang Kun Qian Zhou Yu VLM 68 9 0 25 May 2022
Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift Xueying Bai Jinghuan Shang Yifan Sun Niranjan Balasubramanian CLL 35 1 0 24 May 2022