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Summarization
ServiceNow Research
Summarization
S-LLM: Semi-Supervised Large Language Model for Chat Summarization
As producing high-quality summaries of chat dialogues currently requires large labeled datasets, we propose a method to efficiently …
Issam H. Laradji
,
Sathwik Tejaswi Madhusudhan
,
Orlando Marquez
,
Pau Rodriguez
,
David Vazquez
Montreal AI Symposium (MAIS), 2022.
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On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
We present a method to produce abstractive summaries of long documents that exceed several thousand words via neural abstractive …
Sandeep Subramanian
,
Raymond Li
,
Jonathan Pilault
,
Christopher Pal
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.
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On the impressive performance of randomly weighted encoders in summarization tasks
In this work, we investigate the performance of untrained randomly initialized encoders in a general class of sequence to sequence …
Jonathan Pilault
,
Jaehong Park
,
Christopher Pal
Annual Meeting of the Association for Computational Linguistics (ACL), 2019.
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