Swapna Somasundaran
19 papers · 2005–2024 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24)
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Machine Learning
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Keywords
multi-task learning
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text segmentation
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text classification
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few-shot learning
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feature extraction
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sentiment analysis
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domain adaptation
(1)
feedback generation
(1)
text mining
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prompt engineering
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bias detection
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question generation
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low-resource learning
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educational technology
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parameter-efficient learning
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graph representation
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grammar learning
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language learning
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transformer network
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transfer learning
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Papers
Assessing Online Writing Feedback Resources: Generative AI vs. Good Samaritans
COLING 2024
Identifying Fairness Issues in Automatically Generated Testing Content
NAACL 2024
LEAF: Language Learners’ English Essays and Feedback Corpus
NAACL 2024
When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing
COLING 2024
Argument Detection in Student Essays under Resource Constraints
EMNLP 2023
AGReE: A system for generating Automated Grammar Reading Exercises
EMNLP 2022
Training and Domain Adaptation for Supervised Text Segmentation
EACL 2021
Emotion Arcs of Student Narratives
ACL 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation
AAAI 2020
Lexical concreteness in narrative
ACL 2019
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13)
EMNLP 2019
Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12)
NAACL 2018
Evaluating Argumentative and Narrative Essays using Graphs
COLING 2016
Content Importance Models for Scoring Writing From Sources
ACL 2014
Lexical Chaining for Measuring Discourse Coherence Quality in Test-taker Essays
COLING 2014
Recognizing Stances in Online Debates
ACL 2009
Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification
EMNLP 2009
Discourse Level Opinion Interpretation
COLING 2008
OpinionFinder: A System for Subjectivity Analysis
EMNLP 2005