Search Results for author: Karthik Raghunathan

Found 5 papers, 2 papers with code

Evaluating Pretrained Transformer Models for Entity Linking inTask-Oriented Dialog

1 code implementation ICON 2021 Sai Muralidhar Jayanthi, Varsha Embar, Karthik Raghunathan

The wide applicability of pretrained transformer models (PTMs) for natural language tasks is well demonstrated, but their ability to comprehend short phrases of text is less explored.

Entity Linking text similarity

Self-consistent context aware conformer transducer for speech recognition

no code implementations9 Feb 2024 Konstantin Kolokolov, Pavel Pekichev, Karthik Raghunathan

We propose a novel neural network architecture based on conformer transducer that adds contextual information flow to the ASR systems.

Language Modelling speech-recognition +1

Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog

1 code implementation15 Dec 2021 Sai Muralidhar Jayanthi, Varsha Embar, Karthik Raghunathan

The wide applicability of pretrained transformer models (PTMs) for natural language tasks is well demonstrated, but their ability to comprehend short phrases of text is less explored.

Entity Linking text similarity

Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing

no code implementations EMNLP 2018 Arushi Raghuvanshi, Lucien Carroll, Karthik Raghunathan

We demonstrate an end-to-end approach for building conversational interfaces from prototype to production that has proven to work well for a number of applications across diverse verticals.

Dialogue Management General Classification +5

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