22 citations · 45 across the 11 of their papers we have counts for
3 papers · 1 filter
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
Haozheng Luo, Zhuolin Jiang, Md Zahid Hasan +2
We propose FROST, an attention-aware method for efficient reasoning. Unlike traditional approaches, FROST leverages attention weights to prune uncritical reasoning paths, yielding…
Speech Synthesis as Augmentation for Low-Resource ASR
Deblin Bagchi, Shannon Wotherspoon, Zhuolin Jiang +1
Speech synthesis might hold the key to low-resource speech recognition. Data augmentation techniques have become an essential part of modern speech recognition training. Yet, they…
Combining Word Embeddings and N-grams for Unsupervised Document Summarization
Zhuolin Jiang, Manaj Srivastava, Sanjay Krishna +2
Graph-based extractive document summarization relies on the quality of the sentence similarity graph. Bag-of-words or tf-idf based sentence similarity uses exact word matching, but…