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04/13/2023
How Useful are Educational Questions Generated by Large Language Models?
Controllable text generation (CTG) by large language models has a huge p...
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02/14/2023
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation
State-of-the-art language generation models can degenerate when applied ...
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04/06/2022
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment
Most research on question answering focuses on the pre-deployment stage;...
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03/13/2021
Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems
We explore creating automated, personalized feedback in an intelligent t...
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05/01/2020
HipoRank: Incorporating Hierarchical and Positional Information into Graph-based Unsupervised Long Document Extractive Summarization
We propose a novel graph-based ranking model for unsupervised extractive...
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01/12/2019
What comes next? Extractive summarization by next-sentence prediction
Existing approaches to automatic summarization assume that a length limi...
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06/18/2017