Character-level Convolutional Networks for Text Classification

4 September 2015

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

50 / 927 papers shown

Title
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Junhao Zheng Shengjie Qiu Qianli Ma 32 9 0 13 Dec 2023
Deep Learning-based Sentiment Classification: A Comparative Survey Mohammed Kayed R. Redondo Alhassan Mabrouk 17 42 0 12 Dec 2023
Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer Yongheng Deng Ziqing Qiao Ju Ren Yang Liu Yaoxue Zhang 35 11 0 10 Dec 2023
An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph Steve Fonin Mbouadeu Martin Lorenzo Ken Barker Oktie Hassanzadeh 32 2 0 04 Dec 2023
Enhancing Sentiment Analysis Results through Outlier Detection Optimization Yuetian Chen Mei Si 23 1 0 25 Nov 2023
Efficient Trigger Word Insertion Yueqi Zeng Ziqiang Li Pengfei Xia Lei Liu Bin Li AAML 27 5 0 23 Nov 2023
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Yao Lu Jiayi Wang Raphael Tang Sebastian Riedel Pontus Stenetorp 43 2 0 16 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 48 14 0 09 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 48 16 0 03 Nov 2023
XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision Daniel Hajialigol Hanwen Liu Xuan Wang VLM 25 5 0 31 Oct 2023
Backdoor Threats from Compromised Foundation Models to Federated Learning Xi Li Songhe Wang Chen Henry Wu Hao Zhou Jiaqi Wang 110 10 0 31 Oct 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 36 19 0 21 Oct 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning Chong Li Shaonan Wang Yunhao Zhang Jiajun Zhang Chengqing Zong 40 5 0 16 Oct 2023
Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning Hongfu Liu Ye Wang 39 9 0 13 Oct 2023
D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning A. Maharana Prateek Yadav Mohit Bansal 32 28 0 11 Oct 2023
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 43 9 0 04 Oct 2023
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning Rongxiang Weng Chengyu Wang Chuanqi Tan Jun Huang Ming Gao KELM 36 4 0 26 Sep 2023
Does the "most sinfully decadent cake ever" taste good? Answering Yes/No Questions from Figurative Contexts Geetanjali Rakshit Jeffrey Flanigan ELM 36 1 0 24 Sep 2023
AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Leixin Yang Yu Xiang 33 0 0 22 Sep 2023
Are Large Language Models Really Robust to Word-Level Perturbations? Haoyu Wang Guozheng Ma Cong Yu Ning Gui Linrui Zhang ... Sen Zhang Li Shen Xueqian Wang Peilin Zhao Dacheng Tao KELM 33 22 0 20 Sep 2023
Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi Md. Nishat Raihan Dhiman Goswami Antara Mahmud 53 1 0 19 Sep 2023
End-to-End Learning on Multimodal Knowledge Graphs Xander Wilcke Peter Bloem Victor de Boer R. V. Veer 33 8 0 03 Sep 2023
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation Sahar Sadrizadeh Ljiljana Dolamic P. Frossard AAML SILM 49 2 0 29 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 64 17 0 21 Aug 2023
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning Jianqing Zhang Yang Hua Hao Wang Tao Song Zhengui Xue Ruhui Ma Jianyin Cao Haibing Guan 44 23 0 20 Aug 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 26 21 0 19 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 44 1 0 15 Aug 2023
Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures Anna-Grace Linton Vania Dimitrova A. Downing Richard Wagland A. Glaser 27 2 0 11 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 31 64 0 08 Aug 2023
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection Yongzhu Chang Rongsheng Zhang Jiashu Pu 43 1 0 08 Aug 2023
Simple synthetic data reduces sycophancy in large language models Jerry W. Wei Da Huang Yifeng Lu Denny Zhou Quoc V. Le 43 69 0 07 Aug 2023
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables Taoran Sheng Manfred Huber SSL HAI 24 20 0 06 Aug 2023
Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning Models M. Kamruzzaman Gene Louis Kim 26 1 0 03 Aug 2023
Tag Prediction of Competitive Programming Problems using Deep Learning Techniques Taha Lokat Divya Prajapati Shubhada Labde 21 1 0 03 Aug 2023
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack HaiXiang Zhu Zhaoqing Yang Weiwei Shang Yuren Wu AAML FAtt 10 3 0 01 Aug 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 49 19 0 31 Jul 2023
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning Xindi Wang Yufei Wang Can Xu Xiubo Geng Bowen Zhang Chongyang Tao Frank Rudzicz Robert E. Mercer Daxin Jiang 33 11 0 28 Jul 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 44 1 0 24 Jul 2023
In-Context Learning Learns Label Relationships but Is Not Conventional Learning Jannik Kossen Y. Gal Tom Rainforth 49 30 0 23 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 67 5 0 19 Jul 2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers Jaeyoung Kim Kyuheon Jung Dongbin Na Sion Jang Eunbin Park Sungchul Choi OODD 41 6 0 18 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 34 7 0 14 Jul 2023
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks M. Baran Joanna Baran Mateusz Wójcik Maciej Ziȩba Adam Gonczarek OODD 54 4 0 13 Jul 2023
Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models Lautaro Estienne Luciana Ferrer Matías Vera Pablo Piantanida VLM 39 1 0 13 Jul 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 28 1 0 12 Jul 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications Adam Ivankay Mattia Rigotti P. Frossard OOD MedIm 39 1 0 05 Jul 2023
Towards Open-Domain Topic Classification Hantian Ding Jinrui Yang Yuqian Deng Hongming Zhang Dan Roth BDL VLM OOD 46 9 0 29 Jun 2023
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification Tongtao Ling Lei Chen Yutao Lai Haiyan Liu VLM 28 4 0 18 Jun 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng Xiaoyuan Yi L. Lakshmanan Xing Xie 45 1 0 17 Jun 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 48 5 0 16 Jun 2023