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Novel application of linguistic style accommodation in retraining a neural architecture for better performance on argument detection tasks

Jupyter Notebook 96.98% Makefile 0.01% Shell 0.05% PHP 0.42% TeX 0.38% R 0.05% Python 0.02% Java 2.09% HTML 0.01%
nlp linguistics social-media

lsa-online-arguments's Introduction

LSA-online-arguments

We explore a novel application of linguistic style accommodation in retraining a neural architecture for better performance on argument detection tasks. Used customized part-of-speech taggers, a constructed linguistic style accommodation metric, and CRAFT (Conversational Recurrent Architecture for ForecasTing).

Final report here: https://drive.google.com/file/d/15a59bZSFkKcyiZcCB5n1TT4wI3PLFNoS/view?usp=sharing

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gaoag avatar elliottwaissbluth avatar nathankhuu avatar

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