Task-Oriented Document-Grounded Dialog Systems by HLTPR@ RWTH for DSTC9 and DSTC10
This paper summarizes our contributions to the document-grounded dialog tasks at the 9th
and 10th Dialog System Technology Challenges (DSTC9 and DSTC10). In both iterations …
and 10th Dialog System Technology Challenges (DSTC9 and DSTC10). In both iterations …
PETIS: Intent Classification and Slot Filling for Pet Care Services
During the COVID-19 pandemic, the surge in online pet care services led to an increased
demand for conversational AI systems specifically designed for the veterinary domain …
demand for conversational AI systems specifically designed for the veterinary domain …
Plan, Generate and Optimize: Extending Large Language Models for Dialogue Systems Via Prompt-Based Collaborativec Method
M Guo, S Chen, Y Huang, J Feng - 2024 IEEE Spoken …, 2024 - ieeexplore.ieee.org
The advancements in large language models (LLMs) have significantly propelled the level
of artificial intelligence, further enhancing the model's problem-solving capabilities across a …
of artificial intelligence, further enhancing the model's problem-solving capabilities across a …
Towards Optimizing Pre-trained Language Model Ensemble Learning for Task-oriented Dialogue System
Task-oriented dialogue systems that employ external knowledge to generate informative
responses have become an important field of research. This paper outlines our contribution …
responses have become an important field of research. This paper outlines our contribution …