{"total":141,"rows":[{"id":"2301.07014","title":"Dataset Distillation: A Comprehensive Review","created":"2023-01-17","cited_by_count":127,"area":null},{"id":"2107.03158","title":"A Survey on Data Augmentation for Text Classification","created":"2021-07-07","cited_by_count":111,"area":null},{"id":"2106.07499","title":"An Empirical Survey of Data Augmentation for Limited Data Learning in NLP","created":"2021-06-14","cited_by_count":101,"area":null},{"id":"2212.09736","title":"Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments","created":"2022-12-19","cited_by_count":57,"area":null},{"id":"2302.11097","title":"A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram","created":"2023-02-22","cited_by_count":56,"area":"lr"},{"id":"2202.08827","title":"LAMP: Extracting Text from Gradients with Language Model Priors","created":"2022-02-17","cited_by_count":54,"area":null},{"id":"2305.14264","title":"Active Learning Principles for In-Context Learning with Large Language Models","created":"2023-05-23","cited_by_count":54,"area":null},{"id":"2211.16285","title":"Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches","created":"2022-11-29","cited_by_count":39,"area":null},{"id":"2312.01044","title":"Large Language Models Are Zero-Shot Text Classifiers","created":"2023-12-02","cited_by_count":35,"area":null},{"id":"2112.08802","title":"UNIREX: A Unified Learning Framework for Language Model Rationale Extraction","created":"2021-12-16","cited_by_count":32,"area":null},{"id":"2203.11258","title":"Efficient Classification of Long Documents Using Transformers","created":"2022-03-21","cited_by_count":30,"area":null},{"id":"2203.14139","title":"Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages","created":"2022-03-26","cited_by_count":30,"area":null},{"id":"2104.06952","title":"The Surprising Performance of Simple Baselines for Misinformation Detection","created":"2021-04-14","cited_by_count":28,"area":null},{"id":"2205.06126","title":"One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code","created":"2022-05-12","cited_by_count":26,"area":null},{"id":"2301.08912","title":"Rationalization for Explainable NLP: A Survey","created":"2023-01-21","cited_by_count":22,"area":null},{"id":"2304.01926","title":"High-Throughput Vector Similarity Search in Knowledge Graphs","created":"2023-04-04","cited_by_count":19,"area":null},{"id":"2206.09355","title":"A Unified Understanding of Deep NLP Models for Text Classification","created":"2022-06-19","cited_by_count":18,"area":null},{"id":"2109.03777","title":"Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP","created":"2021-09-08","cited_by_count":17,"area":null},{"id":"2111.08543","title":"WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia","created":"2021-11-16","cited_by_count":17,"area":null},{"id":"2207.01982","title":"Defending against the Label-flipping Attack in Federated Learning","created":"2022-07-05","cited_by_count":16,"area":null},{"id":"2406.10303","title":"A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations","created":"2024-06-14","cited_by_count":16,"area":null},{"id":"2207.00872","title":"FL-Defender: Combating Targeted Attacks in Federated Learning","created":"2022-07-02","cited_by_count":15,"area":null},{"id":"2304.11534","title":"Graph Neural Networks for Text Classification: A Survey","created":"2023-04-23","cited_by_count":15,"area":null},{"id":"2112.04831","title":"Multimodal Fake News Detection","created":"2021-12-09","cited_by_count":14,"area":null},{"id":"2401.15127","title":"Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness","created":"2024-01-26","cited_by_count":14,"area":null},{"id":"2410.21060","title":"CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models","created":"2024-10-28","cited_by_count":14,"area":null},{"id":"2312.09601","title":"Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models","created":"2023-12-15","cited_by_count":13,"area":null},{"id":"2301.08826","title":"A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis","created":"2023-01-20","cited_by_count":12,"area":null},{"id":"2205.10981","title":"Improving Short Text Classification With Augmented Data Using GPT-3","created":"2022-05-23","cited_by_count":11,"area":null},{"id":"2205.10101","title":"MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion","created":"2022-05-20","cited_by_count":10,"area":null},{"id":"2405.01725","title":"Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey","created":"2024-05-02","cited_by_count":10,"area":null},{"id":"2209.14155","title":"Automatic Analysis of Available Source Code of Top Artificial Intelligence Conference Papers","created":"2022-09-28","cited_by_count":9,"area":null},{"id":"2302.04723","title":"Zero-Shot Learning for Requirements Classification: An Exploratory Study","created":"2023-02-09","cited_by_count":9,"area":null},{"id":"2211.09732","title":"Extending Logic Explained Networks to Text Classification","created":"2022-11-04","cited_by_count":8,"area":null},{"id":"2309.10131","title":"Deep Prompt Tuning for Graph Transformers","created":"2023-09-18","cited_by_count":8,"area":null},{"id":"2409.02078","title":"Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text","created":"2024-09-03","cited_by_count":8,"area":null},{"id":"2109.07424","title":"SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations","created":"2021-09-15","cited_by_count":7,"area":null},{"id":"2201.06774","title":"Hierarchical Neural Network Approaches for Long Document Classification","created":"2022-01-18","cited_by_count":7,"area":null},{"id":"2210.04252","title":"Precise Single-stage Detector","created":"2022-10-09","cited_by_count":7,"area":null},{"id":"2301.13039","title":"Representation biases in sentence transformers","created":"2023-01-30","cited_by_count":7,"area":null},{"id":"2407.03611","title":"An Empirical Study on Capability of Large Language Models in Understanding Code Semantics","created":"2024-07-04","cited_by_count":7,"area":null},{"id":"2103.02691","title":"Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain","created":"2021-03-03","cited_by_count":6,"area":null},{"id":"2111.04260","title":"Personalized Benchmarking with the Ludwig Benchmarking Toolkit","created":"2021-11-08","cited_by_count":6,"area":null},{"id":"2205.03235","title":"A Review on Text-Based Emotion Detection -- Techniques, Applications, Datasets, and Future Directions","created":"2022-04-26","cited_by_count":6,"area":null},{"id":"2305.06087","title":"A Glimpse in ChatGPT Capabilities and its impact for AI research","created":"2023-05-10","cited_by_count":6,"area":null},{"id":"2307.16265","title":"Recent Advances in Hierarchical Multi-label Text Classification: A Survey","created":"2023-07-30","cited_by_count":6,"area":null},{"id":"2504.05573","title":"MicroNN: An On-device Disk-resident Updatable Vector Database","created":"2025-04-08","cited_by_count":6,"area":"rag"},{"id":"2103.05231","title":"Self-supervised Regularization for Text Classification","created":"2021-03-09","cited_by_count":5,"area":null},{"id":"2112.13236","title":"An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification","created":"2021-12-25","cited_by_count":5,"area":null},{"id":"2203.05173","title":"TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification","created":"2022-03-10","cited_by_count":5,"area":null},{"id":"2205.08847","title":"GPoeT-2: A GPT-2 Based Poem Generator","created":"2022-05-18","cited_by_count":5,"area":null},{"id":"2206.14709","title":"An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations","created":"2022-06-29","cited_by_count":5,"area":null},{"id":"2309.12626","title":"Construction contract risk identification based on knowledge-augmented language model","created":"2023-09-22","cited_by_count":5,"area":null},{"id":"2401.03514","title":"ROIC-DM: Robust Text Inference and Classification via Diffusion Model","created":"2024-01-07","cited_by_count":5,"area":"diffusion"},{"id":"2401.12982","title":"A Comprehensive Survey of Text Classification Techniques and Their Research Applications: Observational and Experimental Insights","created":"2024-01-11","cited_by_count":5,"area":null},{"id":"2402.01697","title":"APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT","created":"2024-01-24","cited_by_count":5,"area":null},{"id":"2411.08883","title":"KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making","created":"2024-10-26","cited_by_count":5,"area":null},{"id":"2103.02895","title":"On the privacy-utility trade-off in differentially private hierarchical text classification","created":"2021-03-04","cited_by_count":4,"area":"safety"},{"id":"2106.04939","title":"Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding","created":"2021-06-09","cited_by_count":4,"area":null},{"id":"2111.14188","title":"An Empirical Study of Topic Transition in Dialogue","created":"2021-11-28","cited_by_count":4,"area":null},{"id":"2201.07105","title":"Beyond modeling: NLP Pipeline for efficient environmental policy analysis","created":"2022-01-08","cited_by_count":4,"area":null},{"id":"2301.07006","title":"Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks","created":"2023-01-17","cited_by_count":4,"area":null},{"id":"2405.10523","title":"Adaptable and Reliable Text Classification using Large Language Models","created":"2024-05-17","cited_by_count":4,"area":null},{"id":"2108.07249","title":"BloomNet: A Robust Transformer based model for Bloom's Learning Outcome Classification","created":"2021-08-16","cited_by_count":3,"area":null},{"id":"2109.02975","title":"BERT based classification system for detecting rumours on Twitter","created":"2021-09-07","cited_by_count":3,"area":null},{"id":"2110.01186","title":"Text-based automatic personality prediction: A bibliographic review","created":"2021-10-04","cited_by_count":3,"area":null},{"id":"2202.00537","title":"Maximum Batch Frobenius Norm for Multi-Domain Text Classification","created":"2022-01-29","cited_by_count":3,"area":null},{"id":"2207.08191","title":"Stroke-Based Autoencoders: Self-Supervised Learners for Efficient Zero-Shot Chinese Character Recognition","created":"2022-07-17","cited_by_count":3,"area":null},{"id":"2302.14494","title":"Text classification dataset and analysis for Uzbek language","created":"2023-02-28","cited_by_count":3,"area":null},{"id":"2312.03752","title":"Automatic Scoring of Students' Science Writing Using Hybrid Neural Network","created":"2023-12-02","cited_by_count":3,"area":null},{"id":"2110.03663","title":"Quantifying the Suicidal Tendency on Social Media: A Survey","created":"2021-10-04","cited_by_count":2,"area":null},{"id":"2110.15703","title":"Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning","created":"2021-09-19","cited_by_count":2,"area":null},{"id":"2111.13861","title":"A New Multifractal-based Deep Learning Model for Text Mining","created":"2021-11-27","cited_by_count":2,"area":null},{"id":"2112.05459","title":"Sentiment Analysis on Brazilian Portuguese User Reviews","created":"2021-12-10","cited_by_count":2,"area":null},{"id":"2112.09727","title":"Rank4Class: A Ranking Formulation for Multiclass Classification","created":"2021-12-17","cited_by_count":2,"area":null},{"id":"2204.00011","title":"Leveraging Privacy Profiles to Empower Users in the Digital Society","created":"2022-04-01","cited_by_count":2,"area":null},{"id":"2206.14669","title":"Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User Reviews","created":"2022-06-29","cited_by_count":2,"area":null},{"id":"2211.05452","title":"Towards Human-Centred Explainability Benchmarks For Text Classification","created":"2022-11-10","cited_by_count":2,"area":null},{"id":"2211.09847","title":"CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts","created":"2022-11-17","cited_by_count":2,"area":null},{"id":"2212.00587","title":"Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers","created":"2022-12-01","cited_by_count":2,"area":null},{"id":"2302.11412","title":"Data Augmentation for Neural NLP","created":"2023-02-22","cited_by_count":2,"area":null},{"id":"2302.12840","title":"HULAT at SemEval-2023 Task 10: Data augmentation for pre-trained transformers applied to the detection of sexism in social media","created":"2023-02-24","cited_by_count":2,"area":null},{"id":"2304.01240","title":"Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach","created":"2023-04-03","cited_by_count":2,"area":null},{"id":"2308.08407","title":"Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities","created":"2023-08-16","cited_by_count":2,"area":null},{"id":"2310.04039","title":"Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models","created":"2023-10-06","cited_by_count":2,"area":"lr"},{"id":"2401.07575","title":"Cascaded Cross-Modal Transformer for Audio-Textual Classification","created":"2024-01-15","cited_by_count":2,"area":null},{"id":"2408.12871","title":"DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data","created":"2024-08-23","cited_by_count":2,"area":null},{"id":"2101.09009","title":"Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification?","created":"2021-01-22","cited_by_count":1,"area":null},{"id":"2107.05392","title":"Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets","created":"2021-07-08","cited_by_count":1,"area":null},{"id":"2201.03382","title":"BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives","created":"2022-01-10","cited_by_count":1,"area":null},{"id":"2203.11669","title":"Are You Misinformed? A Study of Covid-Related Fake News in Bengali on Facebook","created":"2022-03-22","cited_by_count":1,"area":null},{"id":"2204.12024","title":"Reprint: a randomized extrapolation based on principal components for data augmentation","created":"2022-04-26","cited_by_count":1,"area":null},{"id":"2209.02402","title":"Topic Detection in Continuous Sign Language Videos","created":"2022-09-01","cited_by_count":1,"area":null},{"id":"2209.05226","title":"Efficient Customer Service Combining Human Operators and Virtual Agents","created":"2022-09-12","cited_by_count":1,"area":null},{"id":"2209.06344","title":"CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification","created":"2022-09-13","cited_by_count":1,"area":null},{"id":"2212.12407","title":"Text classification in shipping industry using unsupervised models and Transformer based supervised models","created":"2022-12-21","cited_by_count":1,"area":null},{"id":"2307.06005","title":"DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification","created":"2023-07-12","cited_by_count":1,"area":null},{"id":"2310.12766","title":"Transformer-based Entity Legal Form Classification","created":"2023-10-19","cited_by_count":1,"area":null},{"id":"2310.15019","title":"Meta learning with language models: Challenges and opportunities in the classification of imbalanced text","created":"2023-10-23","cited_by_count":1,"area":null},{"id":"2405.15787","title":"Extracting chemical food safety hazards from the scientific literature automatically using large language models","created":"2024-05-01","cited_by_count":1,"area":null}],"next_cursor":"100"}