{"total":68,"rows":[{"id":"2311.05112","title":"A Survey of Large Language Models in Medicine: Progress, Application, and Challenge","created":"2023-11-09","cited_by_count":124,"area":null},{"id":"2204.06683","title":"Revisiting Transformer-based Models for Long Document Classification","created":"2022-04-14","cited_by_count":49,"area":null},{"id":"2111.06061","title":"Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI","created":"2021-11-11","cited_by_count":39,"area":null},{"id":"2102.00875","title":"Scaling Federated Learning for Fine-tuning of Large Language Models","created":"2021-02-01","cited_by_count":36,"area":null},{"id":"2309.12625","title":"DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients","created":"2023-09-22","cited_by_count":30,"area":null},{"id":"2102.08036","title":"Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet","created":"2021-02-16","cited_by_count":27,"area":null},{"id":"2111.07533","title":"Automated scholarly paper review: Concepts, technologies, and challenges","created":"2021-11-15","cited_by_count":21,"area":null},{"id":"2101.09810","title":"FakeFlow: Fake News Detection by Modeling the Flow of Affective Information","created":"2021-01-24","cited_by_count":20,"area":null},{"id":"2108.07392","title":"Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis","created":"2021-08-17","cited_by_count":17,"area":null},{"id":"2106.03103","title":"Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning","created":"2021-06-06","cited_by_count":15,"area":null},{"id":"2102.03870","title":"\"Short is the Road that Leads from Fear to Hate\": Fear Speech in Indian WhatsApp Groups","created":"2021-02-07","cited_by_count":13,"area":null},{"id":"2102.11573","title":"Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations","created":"2021-02-23","cited_by_count":13,"area":null},{"id":"2105.01044","title":"Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review","created":"2021-05-03","cited_by_count":12,"area":null},{"id":"2111.00702","title":"Comparative Study of Long Document Classification","created":"2021-11-01","cited_by_count":12,"area":null},{"id":"2108.00524","title":"You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights","created":"2021-08-01","cited_by_count":11,"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":"2107.10042","title":"Comparison of Czech Transformers on Text Classification Tasks","created":"2021-07-21","cited_by_count":10,"area":null},{"id":"2310.16538","title":"FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning","created":"2023-10-25","cited_by_count":10,"area":null},{"id":"2202.13056","title":"Automated Identification of Toxic Code Reviews Using ToxiCR","created":"2022-02-26","cited_by_count":8,"area":null},{"id":"2104.05861","title":"Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews","created":"2021-04-12","cited_by_count":7,"area":null},{"id":"2110.08975","title":"Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research","created":"2021-10-18","cited_by_count":7,"area":null},{"id":"2112.08776","title":"Unsupervised Matching of Data and Text","created":"2021-12-16","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":"2212.09410","title":"Less is More: Parameter-Free Text Classification with Gzip","created":"2022-12-19","cited_by_count":7,"area":null},{"id":"2104.08444","title":"Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification","created":"2021-04-17","cited_by_count":6,"area":null},{"id":"2108.01139","title":"PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors","created":"2021-08-02","cited_by_count":6,"area":null},{"id":"2112.05364","title":"Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation","created":"2021-12-10","cited_by_count":6,"area":null},{"id":"2204.04289","title":"Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models","created":"2022-04-08","cited_by_count":6,"area":null},{"id":"2206.12710","title":"Protoformer: Embedding Prototypes for Transformers","created":"2022-06-25","cited_by_count":6,"area":null},{"id":"2306.09247","title":"ATLAS: Automatically Detecting Discrepancies Between Privacy Policies and Privacy Labels","created":"2023-05-24","cited_by_count":5,"area":null},{"id":"2312.09304","title":"Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels","created":"2023-12-14","cited_by_count":5,"area":null},{"id":"2109.11763","title":"Lacking the embedding of a word? Look it up into a traditional dictionary","created":"2021-09-24","cited_by_count":4,"area":null},{"id":"2404.19031","title":"Machine Unlearning for Document Classification","created":"2024-04-29","cited_by_count":4,"area":"safety"},{"id":"2409.15104","title":"PecSched: Preemptive and Efficient Cluster Scheduling for LLM Inference","created":"2024-09-23","cited_by_count":4,"area":null},{"id":"2105.06752","title":"Classifying Long Clinical Documents with Pre-trained Transformers","created":"2021-05-14","cited_by_count":3,"area":null},{"id":"2105.14373","title":"Sentiment analysis in tweets: an assessment study from classical to modern text representation models","created":"2021-05-29","cited_by_count":3,"area":null},{"id":"2106.13802","title":"Efficient Document Image Classification Using Region-Based Graph Neural Network","created":"2021-06-25","cited_by_count":3,"area":null},{"id":"2107.06785","title":"Large-Scale News Classification using BERT Language Model: Spark NLP Approach","created":"2021-07-14","cited_by_count":3,"area":null},{"id":"2210.07519","title":"Can Language Representation Models Think in Bets?","created":"2022-10-14","cited_by_count":3,"area":"lr"},{"id":"2307.00108","title":"Ticket-BERT: Labeling Incident Management Tickets with Language Models","created":"2023-06-30","cited_by_count":3,"area":null},{"id":"2506.12116","title":"Unsupervised Document and Template Clustering using Multimodal Embeddings","created":"2025-06-13","cited_by_count":3,"area":null},{"id":"2101.01880","title":"On-Device Document Classification using multimodal features","created":"2021-01-06","cited_by_count":2,"area":null},{"id":"2112.08261","title":"One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots","created":"2021-12-15","cited_by_count":2,"area":null},{"id":"2210.01258","title":"Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes","created":"2022-10-03","cited_by_count":2,"area":"lr"},{"id":"2303.03165","title":"Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism","created":"2023-03-03","cited_by_count":2,"area":null},{"id":"2405.06890","title":"TacoERE: Cluster-aware Compression for Event Relation Extraction","created":"2024-05-11","cited_by_count":2,"area":null},{"id":"2408.04107","title":"FDC: Fast KV Dimensionality Compression for Efficient LLM Inference","created":"2024-08-07","cited_by_count":2,"area":"inference"},{"id":"2506.06806","title":"Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification","created":"2025-06-07","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":"2103.17245","title":"Digital Twin Based Disaster Management System Proposal: DT-DMS","created":"2021-03-31","cited_by_count":1,"area":null},{"id":"2112.14789","title":"Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification","created":"2021-12-29","cited_by_count":1,"area":null},{"id":"2205.01603","title":"CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification","created":"2022-05-03","cited_by_count":1,"area":null},{"id":"2207.03305","title":"Multimodal E-Commerce Product Classification Using Hierarchical Fusion","created":"2022-07-07","cited_by_count":1,"area":null},{"id":"2301.04339","title":"Topics in Contextualised Attention Embeddings","created":"2023-01-11","cited_by_count":1,"area":null},{"id":"2304.07022","title":"Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification","created":"2023-04-14","cited_by_count":1,"area":null},{"id":"2307.02243","title":"Power-up! What Can Generative Models Do for Human Computation Workflows?","created":"2023-07-05","cited_by_count":1,"area":null},{"id":"2410.09399","title":"Text Classification using Graph Convolutional Networks: A Comprehensive Survey","created":"2024-10-12","cited_by_count":1,"area":null},{"id":"2101.09012","title":"Multilingual Pre-Trained Transformers and Convolutional NN Classification Models for Technical Domain Identification","created":"2021-01-22","cited_by_count":0,"area":null},{"id":"2106.12744","title":"An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning","created":"2021-06-24","cited_by_count":0,"area":null},{"id":"2106.15236","title":"New Arabic Medical Dataset for Diseases Classification","created":"2021-06-29","cited_by_count":0,"area":null},{"id":"2109.14816","title":"COVID-19 Fake News Detection Using Bidirectional Encoder Representations from Transformers Based Models","created":"2021-09-30","cited_by_count":0,"area":null},{"id":"2110.02069","title":"OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis","created":"2021-10-01","cited_by_count":0,"area":null},{"id":"2110.13244","title":"DeepHelp: Deep Learning for Shout Crisis Text Conversations","created":"2021-10-25","cited_by_count":0,"area":null},{"id":"2112.12353","title":"LAME: Layout Aware Metadata Extraction Approach for Research Articles","created":"2021-12-23","cited_by_count":0,"area":null},{"id":"2305.03519","title":"Leveraging BERT Language Model for Arabic Long Document Classification","created":"2023-05-04","cited_by_count":0,"area":null},{"id":"2312.00513","title":"Summarization-based Data Augmentation for Document Classification","created":"2023-12-01","cited_by_count":0,"area":null},{"id":"2603.03884","title":"CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents","created":"2026-03-04","cited_by_count":0,"area":null},{"id":"2607.22644","title":"DocHRL: A Hierarchical Reinforcement Learning Framework for Cost-Optimised Document Classification","created":"2026-06-24","cited_by_count":0,"area":"lr"}],"next_cursor":null}