Search Results for author: Swapna Somasundaran

Found 13 papers, 1 papers with code

Training and Domain Adaptation for Supervised Text Segmentation

no code implementations EACL (BEA) 2021 Goran Glavaš, Ananya Ganesh, Swapna Somasundaran

In this work, we focus on the domain transfer performance of supervised neural text segmentation in the educational domain.

Domain Adaptation Text Segmentation

Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation

1 code implementation3 Jan 2020 Goran Glavaš, Swapna Somasundaran

Breaking down the structure of long texts into semantically coherent segments makes the texts more readable and supports downstream applications like summarization and retrieval.

Cross-Lingual Word Embeddings Multi-Task Learning +2

Lexical concreteness in narrative

no code implementations WS 2019 Michael Flor, Swapna Somasundaran

This study explores the relation between lexical concreteness and narrative text quality.

Sentiment Analysis and Lexical Cohesion for the Story Cloze Task

no code implementations WS 2017 Michael Flor, Swapna Somasundaran

Our lexical cohesion system achieves accuracy comparable to previously published baseline results.

Sentiment Analysis

Evaluating Argumentative and Narrative Essays using Graphs

no code implementations COLING 2016 Swapna Somasundaran, Brian Riordan, Binod Gyawali, Su-Youn Yoon

This work investigates whether the development of ideas in writing can be captured by graph properties derived from the text.

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