conftrace_

healthcare application

26 papers

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Co-occurring keywords

large language model (13587) benchmark evaluation (1556) medical domain (82) clinical evaluation (16) medical large language model (6) clinical decision support (57) interpretable machine learning (140) offline reinforcement learning (492) reinforcement learning (4352) retrieval-augmented generation (1592)

Papers

CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models AAAI 2026
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework COLING 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Med-CoDE: Medical Critique based Disagreement Evaluation Framework NAACL 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models ACL 2025
Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025
Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking NIPS 2024
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NIPS 2024
Timing as an Action: Learning When to Observe and Act AISTATS 2024
Evaluating the Effectiveness of Explainable Artificial Intelligence Approaches (Student Abstract) AAAI 2024
Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples NIPS 2023
Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models EMNLP 2023
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications ACL 2022
Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes NIPS 2021
Identifying robust markers of Parkinson’s disease in typing behaviour using a CNN-LSTM network CONLL 2020
Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020
Set Functions for Time Series ICML 2020
Optimizing Speech-Input Length for Speaker-Independent Depression Classification INTERSPEECH 2019