Toward Connecting Speech Acts and Search Actions in Conversational Search Tasks

1 code implementation • 8 May 2023 • Souvick Ghosh, Satanu Ghosh, Chirag Shah

Then, the speech acts were fed to the model to predict the corresponding system-level search actions.

Conversational Search

Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering

no code implementations • 8 Dec 2019 • Souvick Ghosh, Satanu Ghosh

In this paper, we have explored how the depth of the neural network influences the accuracy of prediction of deleted questions in question-answering forums.

Community Question Answering Information Retrieval +1

Complexity Metric for Code-Mixed Social Media Text

no code implementations • 4 Jul 2017 • Souvick Ghosh, Satanu Ghosh, Dipankar Das

Also, the index can be applied to a sentence and seamlessly extended to a paragraph or an entire document.

Sentence

Sentiment Identification in Code-Mixed Social Media Text

no code implementations • 4 Jul 2017 • Souvick Ghosh, Satanu Ghosh, Dipankar Das

While some tasks deal with identifying the presence of sentiment in the text (Subjectivity analysis), other tasks aim at determining the polarity of the text categorizing them as positive, negative and neutral.

Sentiment Analysis Subjectivity Analysis

Part-of-speech Tagging of Code-Mixed Social Media Text

no code implementations • WS 2016 • Souvick Ghosh, Satanu Ghosh, Dipankar Das

Language Identification Part-Of-Speech Tagging

Labeling of Query Words using Conditional Random Field

no code implementations • 29 Jul 2016 • Satanu Ghosh, Souvick Ghosh, Dipankar Das

Our system demonstrated an overall accuracy of 75. 5% for token level language identification.

Information Retrieval Language Identification +1