Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 1,022 papers shown

Title
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 50 43 0 14 Nov 2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models Xiaozhi Wang Kaiyue Wen Zhengyan Zhang Lei Hou Zhiyuan Liu Juanzi Li MILM MoE 39 51 0 14 Nov 2022
Efficient Adversarial Training with Robust Early-Bird Tickets Zhiheng Xi Rui Zheng Tao Gui Qi Zhang Xuanjing Huang AAML 51 9 0 14 Nov 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 67 0 0 14 Nov 2022
Generating Textual Adversaries with Minimal Perturbation Xingyi Zhao Lu Zhang Depeng Xu Shuhan Yuan DeLMO AAML 27 2 0 12 Nov 2022
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning Mohsen Fayyaz Ehsan Aghazadeh Ali Modarressi Mohammad Taher Pilehvar Yadollah Yaghoobzadeh Samira Ebrahimi Kahou 35 18 0 10 Nov 2022
Impact of Adversarial Training on Robustness and Generalizability of Language Models Enes Altinisik Hassan Sajjad Husrev Taha Sencar Safa Messaoud Sanjay Chawla AAML 34 10 0 10 Nov 2022
Robust Smart Home Face Recognition under Starving Federated Data Jaechul Roh Yajun Fang FedML CVBM AAML 38 0 0 10 Nov 2022
MSDT: Masked Language Model Scoring Defense in Text Domain Jaechul Roh Minhao Cheng Yajun Fang AAML 23 1 0 10 Nov 2022
Active Example Selection for In-Context Learning Yiming Zhang Shi Feng Chenhao Tan SILM LRM 40 190 0 08 Nov 2022
Preserving Semantics in Textual Adversarial Attacks David Herel Hugo Cisneros Tomas Mikolov AAML 45 6 0 08 Nov 2022
Fixing Model Bugs with Natural Language Patches Shikhar Murty Christopher D. Manning Scott M. Lundberg Marco Tulio Ribeiro KELM 37 38 0 07 Nov 2022
Robust Lottery Tickets for Pre-trained Language Models Rui Zheng Rong Bao Yuhao Zhou Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang Xuanjing Huang AAML 40 14 0 06 Nov 2022
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference Mobashir Sadat Cornelia Caragea 36 2 0 05 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples D. M. Nguyen Anh Tuan Luu AAML 48 16 0 05 Nov 2022
DetAIL : A Tool to Automatically Detect and Analyze Drift In Language Nishtha Madaan Adithya Manjunatha Hrithik Nambiar Aviral Goel H. Kumar Diptikalyan Saha Srikanta J. Bedathur 27 4 0 03 Nov 2022
FedGen: Generalizable Federated Learning for Sequential Data Praveen Venkateswaran Vatche Isahagian Vinod Muthusamy N. Venkatasubramanian OOD FedML 30 10 0 03 Nov 2022
A General Search-based Framework for Generating Textual Counterfactual Explanations Daniel Gilo Shaul Markovitch LRM 57 0 0 01 Nov 2022
Zero-Shot Text Classification with Self-Training Ariel Gera Alon Halfon Eyal Shnarch Yotam Perlitz L. Ein-Dor Noam Slonim VLM 33 60 0 31 Oct 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 56 83 0 31 Oct 2022
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution Aiwei Liu Honghai Yu Xuming Hu Shuang Li Li Lin Fukun Ma Yawen Yang Lijie Wen 64 34 0 31 Oct 2022
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models Dong-Ho Lee Akshen Kadakia Brihi Joshi Aaron Chan Ziyi Liu ... Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren LRM 42 9 0 30 Oct 2022
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 53 20 0 29 Oct 2022
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation Han Zhang Zhen Zhang Hongfei Jiang Yang Song 28 0 0 26 Oct 2022
Exploring Mode Connectivity for Pre-trained Language Models Yujia Qin Cheng Qian Jing Yi Weize Chen Yankai Lin Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 36 20 0 25 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 61 2 0 24 Oct 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training Hui Chen Wei Han Soujanya Poria 58 13 0 23 Oct 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation Fan Yin Yao Li Cho-Jui Hsieh Kai-Wei Chang AAML 72 4 0 22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 92 72 0 22 Oct 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks Laura Aina Nikos Voskarides Roi Blanco 50 0 0 21 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 64 9 0 20 Oct 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis Shuai Fan Chen Lin Haonan Li Zheng-Wen Lin Jinsong Su Hang Zhang Yeyun Gong Jian Guo Nan Duan VLM 36 19 0 18 Oct 2022
Probabilistic Categorical Adversarial Attack & Adversarial Training Han Xu Penghei He Jie Ren Yuxuan Wan Zitao Liu Hui Liu Jiliang Tang AAML SILM 38 0 0 17 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 36 25 0 16 Oct 2022
Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola 45 16 0 14 Oct 2022
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods Nils Feldhus Leonhard Hennig Maximilian Dustin Nasert Christopher Ebert Robert Schwarzenberg Sebastian Möller FAtt 34 19 0 13 Oct 2022
Self-explaining deep models with logic rule reasoning Seungeon Lee Xiting Wang Sungwon Han Xiaoyuan Yi Xing Xie M. Cha NAI ReLM LRM 40 16 0 13 Oct 2022
Wasserstein Barycenter-based Model Fusion and Linear Mode Connectivity of Neural Networks A. K. Akash Sixu Li Nicolas García Trillos 41 12 0 13 Oct 2022
SEAL : Interactive Tool for Systematic Error Analysis and Labeling Nazneen Rajani Weixin Liang Lingjiao Chen Margaret Mitchell James Zou 50 16 0 11 Oct 2022
A Kernel-Based View of Language Model Fine-Tuning Sadhika Malladi Alexander Wettig Dingli Yu Danqi Chen Sanjeev Arora VLM 78 65 0 11 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt Willie Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 89 0 10 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 46 2 0 06 Oct 2022
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 56 25 0 06 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 115 37 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 238 209 0 05 Oct 2022
Relative representations enable zero-shot latent space communication Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Francesco Locatello Emanuele Rodolà 57 99 0 30 Sep 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 58 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 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 43 17 0 22 Sep 2022