{"total":76,"rows":[{"id":"2403.02901","title":"A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods","created":"2024-03-05","cited_by_count":102,"area":null},{"id":"2310.12321","title":"A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4","created":"2023-10-04","cited_by_count":81,"area":null},{"id":"2207.00939","title":"An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics","created":"2022-07-03","cited_by_count":74,"area":null},{"id":"2305.07766","title":"NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models","created":"2023-05-12","cited_by_count":59,"area":null},{"id":"2303.17071","title":"DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents","created":"2023-03-30","cited_by_count":52,"area":"agents"},{"id":"2204.00447","title":"Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation","created":"2022-04-01","cited_by_count":33,"area":null},{"id":"2204.00333","title":"PriMock57: A Dataset Of Primary Care Mock Consultations","created":"2022-04-01","cited_by_count":31,"area":null},{"id":"2410.20011","title":"A Survey of Small Language Models","created":"2024-10-25","cited_by_count":31,"area":null},{"id":"2403.02990","title":"Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges","created":"2024-03-05","cited_by_count":30,"area":null},{"id":"2303.12961","title":"The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs","created":"2023-03-22","cited_by_count":29,"area":null},{"id":"2401.06774","title":"Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data","created":"2023-12-09","cited_by_count":26,"area":null},{"id":"2410.14204","title":"MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations","created":"2024-10-18","cited_by_count":22,"area":null},{"id":"2211.03818","title":"Retrieval augmentation of large language models for lay language generation","created":"2022-11-07","cited_by_count":21,"area":null},{"id":"2302.01328","title":"IC3: Image Captioning by Committee Consensus","created":"2023-02-02","cited_by_count":20,"area":null},{"id":"2311.00287","title":"Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models","created":"2023-11-01","cited_by_count":20,"area":null},{"id":"2111.06467","title":"SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets","created":"2021-11-11","cited_by_count":18,"area":null},{"id":"2401.00832","title":"Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education","created":"2024-01-01","cited_by_count":15,"area":"mllm"},{"id":"2408.08978","title":"See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses","created":"2024-08-16","cited_by_count":15,"area":null},{"id":"2110.15803","title":"Natural Language Processing for Smart Healthcare","created":"2021-10-19","cited_by_count":14,"area":null},{"id":"2212.01669","title":"A Survey on Medical Document Summarization","created":"2022-12-03","cited_by_count":14,"area":null},{"id":"2205.02549","title":"User-Driven Research of Medical Note Generation Software","created":"2022-05-05","cited_by_count":13,"area":null},{"id":"2306.17384","title":"SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization","created":"2023-06-30","cited_by_count":13,"area":null},{"id":"2402.19052","title":"Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study","created":"2024-02-29","cited_by_count":13,"area":null},{"id":"2401.17435","title":"Can LLMs Replace Economic Choice Prediction Labs? The Case of Language-based Persuasion Games","created":"2024-01-30","cited_by_count":12,"area":null},{"id":"2410.18588","title":"Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data","created":"2024-10-24","cited_by_count":12,"area":"synth"},{"id":"2212.00857","title":"a survey on GPT-3","created":"2022-12-01","cited_by_count":9,"area":null},{"id":"2302.07406","title":"Conversational AI-Powered Design: ChatGPT as Designer, User, and Product","created":"2023-02-15","cited_by_count":8,"area":null},{"id":"2305.07615","title":"What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization","created":"2023-05-12","cited_by_count":8,"area":null},{"id":"2309.15739","title":"Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization","created":"2023-09-27","cited_by_count":8,"area":null},{"id":"2305.02220","title":"WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models","created":"2023-05-03","cited_by_count":7,"area":null},{"id":"2305.05982","title":"Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models","created":"2023-05-10","cited_by_count":7,"area":null},{"id":"2305.12544","title":"Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models","created":"2023-05-21","cited_by_count":7,"area":null},{"id":"2407.07341","title":"A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches","created":"2024-07-10","cited_by_count":7,"area":null},{"id":"2408.14568","title":"Improving Clinical Note Generation from Complex Doctor-Patient Conversation","created":"2024-08-26","cited_by_count":7,"area":null},{"id":"2212.10190","title":"Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite","created":"2022-12-20","cited_by_count":5,"area":null},{"id":"2306.07500","title":"Adding guardrails to advanced chatbots","created":"2023-06-13","cited_by_count":5,"area":null},{"id":"2311.09552","title":"Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition","created":"2023-11-16","cited_by_count":5,"area":null},{"id":"2502.17328","title":"Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization","created":"2025-02-24","cited_by_count":5,"area":null},{"id":"2210.07054","title":"Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation","created":"2022-10-13","cited_by_count":4,"area":null},{"id":"2406.03986","title":"On The Persona-based Summarization of Domain-Specific Documents","created":"2024-06-06","cited_by_count":4,"area":null},{"id":"2408.09386","title":"Game Development as Human-LLM Interaction","created":"2024-08-18","cited_by_count":4,"area":null},{"id":"2409.19737","title":"A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities","created":"2024-09-29","cited_by_count":4,"area":null},{"id":"2410.12845","title":"Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data","created":"2024-10-10","cited_by_count":4,"area":null},{"id":"2410.22788","title":"Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning","created":"2024-10-30","cited_by_count":4,"area":null},{"id":"2502.00808","title":"Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications","created":"2025-02-02","cited_by_count":4,"area":"synth"},{"id":"2111.09381","title":"MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System","created":"2021-11-17","cited_by_count":3,"area":null},{"id":"2204.03542","title":"Leveraging pre-trained language models for conversational information seeking from text","created":"2022-03-31","cited_by_count":3,"area":null},{"id":"2304.08763","title":"A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models","created":"2023-04-18","cited_by_count":3,"area":null},{"id":"2306.03652","title":"Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue","created":"2023-06-06","cited_by_count":3,"area":null},{"id":"2308.02448","title":"From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence","created":"2023-08-04","cited_by_count":3,"area":null},{"id":"2406.06056","title":"Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text","created":"2024-06-10","cited_by_count":3,"area":"synth"},{"id":"2410.07951","title":"Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions","created":"2024-10-10","cited_by_count":3,"area":null},{"id":"2410.08442","title":"JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles","created":"2024-10-11","cited_by_count":3,"area":null},{"id":"2506.16594","title":"A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives","created":"2025-06-19","cited_by_count":3,"area":"synth"},{"id":"2111.07564","title":"Adding more data does not always help: A study in medical conversation summarization with PEGASUS","created":"2021-11-15","cited_by_count":2,"area":null},{"id":"2208.06946","title":"Targeted Honeyword Generation with Language Models","created":"2022-08-15","cited_by_count":2,"area":null},{"id":"2403.02327","title":"Model Lakes","created":"2024-03-04","cited_by_count":2,"area":null},{"id":"2408.09193","title":"AI Managed Emergency Documentation with a Pretrained Model","created":"2024-08-17","cited_by_count":2,"area":null},{"id":"2509.26302","title":"QUARTZ : QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization","created":"2025-09-30","cited_by_count":2,"area":null},{"id":"2308.03883","title":"Generative Benchmark Creation for Table Union Search","created":"2023-08-07","cited_by_count":1,"area":null},{"id":"2309.01868","title":"On the Planning, Search, and Memorization Capabilities of Large Language Models","created":"2023-09-05","cited_by_count":1,"area":null},{"id":"2402.00260","title":"Human-mediated Large Language Models for Robotic Intervention in Children with Autism Spectrum Disorders","created":"2024-02-01","cited_by_count":1,"area":null},{"id":"2402.14200","title":"Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models","created":"2024-02-22","cited_by_count":1,"area":null},{"id":"2403.08264","title":"GPT, Ontology, and CAABAC: A Tripartite Personalized Access Control Model Anchored by Compliance, Context and Attribute","created":"2024-03-13","cited_by_count":1,"area":null},{"id":"2409.01539","title":"It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots","created":"2024-09-03","cited_by_count":1,"area":null},{"id":"2505.03025","title":"A Typology of Synthetic Datasets for Dialogue Processing in Clinical Contexts","created":"2025-05-05","cited_by_count":1,"area":null},{"id":"2307.13173","title":"Opinion Mining Using Population-tuned Generative Language Models","created":"2023-07-24","cited_by_count":0,"area":null},{"id":"2312.11772","title":"CAManim: Animating end-to-end network activation maps","created":"2023-12-19","cited_by_count":0,"area":null},{"id":"2401.05134","title":"Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary Generation","created":"2024-01-10","cited_by_count":0,"area":null},{"id":"2405.18620","title":"RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models","created":"2024-05-28","cited_by_count":0,"area":null},{"id":"2409.15188","title":"PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language Models","created":"2024-09-23","cited_by_count":0,"area":null},{"id":"2503.04930","title":"HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models","created":"2025-03-06","cited_by_count":0,"area":"synth"},{"id":"2503.05701","title":"OPTIC: Optimizing Patient-Provider Triaging & Improving Communications in Clinical Operations using GPT-4 Data Labeling and Model Distillation","created":"2025-02-05","cited_by_count":0,"area":null},{"id":"2606.10802","title":"Boosting ECG Classification Performance by Pre-training with Synthesized Data","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2607.27964","title":"Specification-Guided Synthesis of Deadlock-Free Communication Protocol Refinements with Large Language Models","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2609.36340","title":"ThuRunel: Dynamic Decoupling for Structured Advisory Dialogue","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}