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News Category Dataset

23 September 2022

Papers citing "News Category Dataset"

50 / 56 papers shown

Title
Temporal Generalization: A Reality Check Divyam Madaan S. Chopra Kyunghyun Cho OOD AI4TS 112 0 0 27 Sep 2025
SoK: Exposing the Generation and Detection Gaps in LLM-Generated Phishing Through Examination of Generation Methods, Content Characteristics, and Countermeasures Fengchao Chen Tingmin Wu Van Nguyen Carsten Rudolph 123 0 0 29 Aug 2025
MLego: Interactive and Scalable Topic Exploration Through Model Reuse Fei Ye Jiapan Liu Yinan Jing Zhenying He Weirao Wang Xiaotao Wang 48 0 0 11 Aug 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation Gwen Yidou Weng Benjie Wang Karen Ullrich BDL 811 1 0 25 Apr 2025
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models Keyon Vafa Sarah Bentley Jon M. Kleinberg S. Mullainathan 221 2 0 21 Mar 2025
Towards Comparable Active Learning Thorben Werner Johannes Burchert Lars Schmidt-Thieme 272 0 0 24 Feb 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 335 0 0 24 Feb 2025
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic ClassificationIEEE Access (IEEE Access), 2024 Taja Kuzman Nikola Ljubesic 266 4 0 29 Nov 2024
Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Flavio Di Palo Prateek Singhi Bilal Fadlallah 115 14 0 07 Nov 2024
Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing Bingyao Liu Jiajing Chen Rui Wang Junming Huang Yuanshuai Luo Jianjun Wei 113 14 0 23 Sep 2024
Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances Shuo Lu YingSheng Wang Lijun Sheng Lingxiao He A. Zheng Jian Liang OODD 514 7 0 18 Sep 2024
A Cross-Domain Benchmark for Active LearningNeural Information Processing Systems (NeurIPS), 2024 M. M. Kholoosi M. A. Babar Ilia Koloiarov Lars Schmidt-Thieme 196 7 0 01 Aug 2024
Jupyter Scatter: Interactive Exploration of Large-Scale Datasets Fritz Lekschas Trevor Manz 240 3 0 20 Jun 2024
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures Ruiyang Qin Zheyu Yan Dewen Zeng Zhenge Jia Dancheng Liu ... Zhi Zheng N. Cao Kai Ni Jinjun Xiong Yiyu Shi 159 16 0 07 May 2024
Graph Language Model (GLM): A new graph-based approach to detect social instabilities Wallyson Lemes de Oliveira Vahid Shamsaddini Ali Ghofrani Rahul Singh Inda Jithendra Sai Veeramaneni Étienne Voutaz 111 0 0 26 Mar 2024
Advancing NLP Models with Strategic Text Augmentation: A Comprehensive Study of Augmentation Methods and Curriculum Strategies Himmet Toprak Kesgin M. Amasyalı 142 12 0 14 Feb 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba Maria Bielikova Joaquin Vanschoren 219 2 0 05 Feb 2024
Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling Himmet Toprak Kesgin M. Amasyalı 189 10 0 03 Jan 2024
Detecting out-of-distribution text using topological features of transformer-based language models Andres Pollano Anupam Chaudhuri Anj Simmons 165 2 0 22 Nov 2023
A New Dialogue Response Generation Agent for Large Language Models by Asking Questions to Detect User's Intentions Siwei Wu Xiangqing Shen Rui Xia 118 6 0 05 Oct 2023
Towards One-Shot Learning for Text Classification using Inductive Logic ProgrammingInternational Conference on Logic Programming (ICLP), 2023 Ghazal Afroozi Milani Daniel Cyrus Alireza Tamaddoni-Nezhad 68 0 0 30 Aug 2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jaeyoung Kim Kyuheon Jung Dongbin Na Sion Jang Eunbin Park Sungchul Choi OODD 169 10 0 18 Jul 2023
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 M. Baran Joanna Baran Mateusz Wójcik Maciej Ziȩba Adam Gonczarek OODD 291 10 0 13 Jul 2023
Federated Few-shot LearningKnowledge Discovery and Data Mining (KDD), 2023 Song Wang Xingbo Fu Kaize Ding Chen Chen Huiyuan Chen Jundong Li FedML 236 37 0 17 Jun 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference TransformationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shuo Lei Xuchao Zhang Jianfeng He Fanglan Chen Chang-Tien Lu VLM 95 19 0 03 Jun 2023
Effective Structured Prompting by Meta-Learning and Representative VerbalizerInternational Conference on Machine Learning (ICML), 2023 Weisen Jiang Yu Zhang James T. Kwok VLM OffRL 231 21 0 01 Jun 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Rheeya Uppaal Junjie Hu Shouqing Yang OODD 324 43 0 22 May 2023
LaMP: When Large Language Models Meet PersonalizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Alireza Salemi Sheshera Mysore Michael Bendersky Hamed Zamani RALM 505 330 0 22 Apr 2023
How Accurate Does It Feel? -- Human Perception of Different Types of Classification MistakesInternational Conference on Human Factors in Computing Systems (CHI), 2022 A. Papenmeier Dagmar Kern Daniel Hienert Yvonne Kammerer C. Seifert 131 21 0 13 Feb 2023
Temporal Robustness against Data PoisoningNeural Information Processing Systems (NeurIPS), 2023 Wenxiao Wang Soheil Feizi AAML OOD 313 15 0 07 Feb 2023
MN-DS: A Multilabeled News Dataset for News Articles Hierarchical ClassificationInternational Conference on Data Technologies and Applications (DATA), 2022 A. Petukhova Nuno Fachada 247 16 0 22 Dec 2022
Learning Label Modular Prompts for Text Classification in the WildConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hailin Chen Amrita Saha Shafiq Joty Steven C. H. Hoi OOD VLM 246 5 0 30 Nov 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over TimeNeural Information Processing Systems (NeurIPS), 2022 Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 195 101 0 25 Nov 2022
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task ClusteringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Juan Zha Zheng Li Ying Wei Yu Zhang 249 6 0 16 Nov 2022
Holistic Sentence Embeddings for Better Out-of-Distribution DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sishuo Chen Xiaohan Bi Rundong Gao Xu Sun OODD 139 5 0 14 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 141 4 0 14 Oct 2022
MetaPrompting: Learning to Learn Better PromptsInternational Conference on Computational Linguistics (COLING), 2022 Yutai Hou Hongyuan Dong Xinghao Wang Bohan Li Wanxiang Che VLM 110 42 0 23 Sep 2022
Classical Sequence Match is a Competitive Few-Shot One-Class LearnerInternational Conference on Computational Linguistics (COLING), 2022 Mengting Hu H. Gao Yinhao Bai Mingming Liu 150 0 0 14 Sep 2022
Interpretable by Design: Learning Predictors by Composing Interpretable QueriesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Aditya Chattopadhyay Stewart Slocum B. Haeffele René Vidal D. Geman 223 30 0 03 Jul 2022
Understanding the Properties of Generated Corpora Naama Zwerdling Segev Shlomov Esther Goldbraich George Kour Boaz Carmeli N. Tepper Inbal Ronen Vitaly Zabershinsky Ateret Anaby-Tavor 139 0 0 22 Jun 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Robert Bamler 347 8 0 31 May 2022
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass Jiaxin Huang Tianqi Liu Jialu Liu Á. Lelkes Cong Yu Jiawei Han 189 1 0 22 May 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Shiyu Huang 205 45 0 02 Apr 2022
Zoom Out and Observe: News Environment Perception for Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Qiang Sheng Juan Cao Xueyao Zhang Rundong Li Danding Wang Yongchun Zhu EgoV 236 92 0 21 Mar 2022
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News ClassificationFindings (Findings), 2022 Dairui Liu Derek Greene Ruihai Dong 208 14 0 14 Mar 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task RepresentationNeural Information Processing Systems (NeurIPS), 2022 Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 123 24 0 27 Jan 2022
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation George Kour Marcel Zalmanovici Orna Raz Samuel Ackerman Ateret Anaby-Tavor 122 2 0 22 Dec 2021
Let the CAT out of the bag: Contrastive Attributed explanations for Text Saneem A. Chemmengath A. Azad Ronny Luss Amit Dhurandhar FAtt 289 11 0 16 Sep 2021
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 446 111 0 14 Sep 2021
Knowledge-Aware Meta-learning for Low-Resource Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Huaxiu Yao Yingxin Wu Maruan Al-Shedivat Eric Xing VLM CLIP 168 12 0 10 Sep 2021