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cs.CL2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma +5
Missing information is a common issue of dialogue summarization where some information in the reference summaries is not covered in the generated summaries. To address this issue,…
cs.CL2022
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao +4
Learning high-quality dialogue representations is essential for solving a variety of dialogue-oriented tasks, especially considering that dialogue systems often suffer from data sc…
cs.CL2018
Mittens: An Extension of GloVe for Learning Domain-Specialized Representations
Nicholas Dingwall, Christopher Potts
We present a simple extension of the GloVe representation learning model that begins with general-purpose representations and updates them based on data from a specialized domain.…