3 papers
cs.CL2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning
Tanmana Sadhu, Ali Pesaranghader, Yanan Chen +1
Due to emergent capabilities, large language models (LLMs) have been utilized as language-based agents to perform a variety of tasks and make decisions with an increasing degree of…
cs.AI2024
Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example
Yanan Chen, Ali Pesaranghader, Tanmana Sadhu +1
Large language models (LLMs) have brought autonomous agents closer to artificial general intelligence (AGI) due to their promising generalization and emergent capabilities. There i…
eess.AS2024
Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network
Yanan Chen, Zihao Cui, Yingying Gao +3
The expectation to deploy a universal neural network for speech enhancement, with the aim of improving noise robustness across diverse speech processing tasks, faces challenges due…