Search Results for author: Dhanush Bekal

Found 3 papers, 1 papers with code

Remember the context! ASR slot error correction through memorization

no code implementations10 Sep 2021 Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff

Accurate recognition of slot values such as domain specific words or named entities by automatic speech recognition (ASR) systems forms the core of the Goal-oriented Dialogue Systems.

Automatic Speech Recognition Goal-Oriented Dialogue Systems +1

Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech

no code implementations3 Aug 2020 Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff

Experiments conducted on the Fisher corpus show that our proposed approach achieves ~6-9% and ~3-4% absolute improvement (F1 score) over the baseline BLSTM model on reference transcripts and ASR outputs respectively.

Data Augmentation

Text Generation from Knowledge Graphs with Graph Transformers

3 code implementations NAACL 2019 Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, Mirella Lapata, Hannaneh Hajishirzi

Generating texts which express complex ideas spanning multiple sentences requires a structured representation of their content (document plan), but these representations are prohibitively expensive to manually produce.

Dialogue Generation KG-to-Text Generation +1

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