68 citations · 83 across the 2 of their papers we have counts for
3 papers · 1 filter
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint
Zilun Peng, Akshay Budhkar, Ilana Tuil +4
Wav2vec 2.0 is a state-of-the-art speech recognition model which maps speech audio waveforms into latent representations. The largest version of wav2vec 2.0 contains 317 million pa…
Stance and Sentiment in Tweets
Saif M. Mohammad, Parinaz Sobhani, Svetlana Kiritchenko
We can often detect from a person's utterances whether he/she is in favor of or against a given target entity -- their stance towards the target. However, a person may express the…
Long Short-Term Memory Over Tree Structures
Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
The chain-structured long short-term memory (LSTM) has showed to be effective in a wide range of problems such as speech recognition and machine translation. In this paper, we prop…