Cover Image

MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ojo, Olumide E., Adebanji, Olaronke O., Gelbukh, Alexander, Calvo, Hiram, Feldman, Anna
Format:	Preprint
Published:	2023
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating Embeddings for One-Shot Classification of Doctor-AI Consultations
by: Ojo, Olumide Ebenezer, et al.
Published: (2024)

Detecting Hope Across Languages: Multiclass Classification for Positive Online Discourse
by: Abiola, T. O., et al.
Published: (2025)

Multilingual Hope Speech Detection: A Comparative Study of Logistic Regression, mBERT, and XLM-RoBERTa with Active Learning
by: Abiola, T. O., et al.
Published: (2025)

Towards Zero-Shot, Controllable Dialog Planning with LLMs
by: Väth, Dirk, et al.
Published: (2024)

EthioMT: Parallel Corpus for Low-resource Ethiopian Languages
by: Tonja, Atnafu Lambebo, et al.
Published: (2024)

The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations
by: Lequeu, Pierre-Antoine, et al.
Published: (2026)

Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations
by: Mosharrof, Adib, et al.
Published: (2024)

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
by: Jha, Debesh, et al.
Published: (2023)

MedAI: Evaluating TxAgent's Therapeutic Agentic Reasoning in the NeurIPS CURE-Bench Competition
by: Cofala, Tim, et al.
Published: (2025)

MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms
by: Lee, Patrick, et al.
Published: (2024)

MedDialogRubrics: A Comprehensive Benchmark and Evaluation Framework for Multi-turn Medical Consultations in Large Language Models
by: Gong, Lecheng, et al.
Published: (2026)

CATs are Fuzzy PETs: A Corpus and Analysis of Potentially Euphemistic Terms
by: Gavidia, Martha, et al.
Published: (2022)

Enhancing AI-Driven Psychological Consultation: Layered Prompts with Large Language Models
by: Souza, Rafael, et al.
Published: (2024)

MEDIC: Comprehensive Evaluation of Leading Indicators for LLM Safety and Utility in Clinical Applications
by: Kanithi, Praveenkumar, et al.
Published: (2024)

Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
by: Lippmann, Philip, et al.
Published: (2025)

Performance of the SafeTerm AI-Based MedDRA Query System Against Standardised MedDRA Queries
by: Vandenhende, Francois, et al.
Published: (2025)

LLMTrace: A Corpus for Classification and Fine-Grained Localization of AI-Written Text
by: Tolstykh, Irina, et al.
Published: (2025)

Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
by: Mosharrof, Adib, et al.
Published: (2023)

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning
by: Feng, Yichun, et al.
Published: (2025)

Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification
by: Bucher, Martin Juan José, et al.
Published: (2024)

Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI
by: Yigezu, Mesay Gemeda, et al.
Published: (2024)

Hope Speech Detection in Social Media English Corpora: Performance of Traditional and Transformer Models
by: Ramos, Luis, et al.
Published: (2025)

Data Alignment for Zero-Shot Concept Generation in Dermatology AI
by: Gadgil, Soham, et al.
Published: (2024)

Multi-dimensional Evaluation of Empathetic Dialog Responses
by: Xu, Zhichao, et al.
Published: (2024)

Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation
by: Agrawal, Atharva Mangeshkumar, et al.
Published: (2025)

The Cambridge Law Corpus: A Dataset for Legal AI Research
by: Östling, Andreas, et al.
Published: (2023)

Zero-Shot Strategies for Length-Controllable Summarization
by: Retkowski, Fabian, et al.
Published: (2024)

"Dialogue" vs "Dialog" in NLP and AI research: Statistics from a Confused Discourse
by: Gros, David
Published: (2024)

Prompt-Induced Score Variance in Zero-Shot Binary Vision-Language Safety Classification
by: Weng, Charles, et al.
Published: (2026)

SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
by: Chen, Sirry, et al.
Published: (2026)

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents
by: Choubey, Prafulla Kumar, et al.
Published: (2025)

Automated Classification of Tutors' Dialogue Acts Using Generative AI: A Case Study Using the CIMA Corpus
by: He, Liqun, et al.
Published: (2025)

Zero-Shot Hierarchical Classification on the Common Procurement Vocabulary Taxonomy
by: Moiraghi, Federico, et al.
Published: (2024)

Description Boosting for Zero-Shot Entity and Relation Classification
by: Picco, Gabriele, et al.
Published: (2024)

Doctorina MedBench: End-to-End Evaluation of Agent-Based Medical AI
by: Kozlova, Anna, et al.
Published: (2026)

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
by: Zhang, Jianguo, et al.
Published: (2023)

TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
by: Liu, Yinhong, et al.
Published: (2024)

Adaptive Test-Time Scaling for Zero-Shot Respiratory Audio Classification
by: Wang, Tsai-Ning, et al.
Published: (2026)

MedAidDialog: A Multilingual Multi-Turn Medical Dialogue Dataset for Accessible Healthcare
by: Nigam, Shubham Kumar, et al.
Published: (2026)

Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm
by: Liu, Hongcheng, et al.
Published: (2024)