159 citations · 1.4k across the 120 of their papers we have counts for
4 papers · 2 filters
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
Xufeng Zhao, Mengdi Li, Wenhao Lu +4
Recent advancements in large language models have showcased their remarkable generalizability across various domains. However, their reasoning abilities still have significant room…
Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition
Theresa Pekarek Rosin, Stefan Wermter
While Automatic Speech Recognition (ASR) models have shown significant advances with the introduction of unsupervised or self-supervised training techniques, these improvements are…
Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Input
Ozan Özdemir, Matthias Kerzel, Cornelius Weber +4
Human infant learning happens during exploration of the environment, by interaction with objects, and by listening to and repeating utterances casually, which is analogous to unsup…
Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition
Leyuan Qu, Cornelius Weber, Stefan Wermter
Due to the dynamic nature of human language, automatic speech recognition (ASR) systems need to continuously acquire new vocabulary. Out-Of-Vocabulary (OOV) words, such as trending…