Vishal Vivek Saley — accepted AI-conference papers

2024

MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations

Vishal Vivek Saley, Goonjan Saha, Rocktim Jyoti Das, Dinesh Raghu, Mausam .

EMNLP 2024main

Medical task-oriented dialogue systems can assist doctors by collecting patient medical history, aiding in diagnosis, or guiding treatment selection, thereby reducing doctor burnout and expanding access to medical services. However, doctor-patient dialogue datasets are not readily available, primari…

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2024

Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems

Vishal Vivek Saley, Rocktim Jyoti Das, Dinesh Raghu, Mausam .

EMNLP 2024main

End-to-end Task-Oriented Dialog (TOD) systems typically require extensive training datasets to perform well. In contrast, large language model (LLM) based TOD systems can excel even with limited data due to their ability to learn tasks through in-context exemplars. However, these models lack alignme…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗