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Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization


Dec 21, 2022
Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini

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Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting


Oct 18, 2022
Patrick Huber, Giuseppe Carenini

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* CODI 2022 
* Extended Abstract. Non Archival. 3 pages 

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Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder


Oct 18, 2022
Patrick Huber, Giuseppe Carenini

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* CODI 2020 
* Extended Abstract. Non-Archival. 2 pages 

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Transition to Adulthood for Young People with Intellectual or Developmental Disabilities: Emotion Detection and Topic Modeling


Sep 21, 2022
Yan Liu, Maria Laricheva, Chiyu Zhang, Patrick Boutet, Guanyu Chen, Terence Tracey, Giuseppe Carenini, Richard Young

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* In: Thomson, R., Dancy, C., Pyke, A. (eds) SBP-BRiMS 2022. Lecture Notes in Computer Science, vol 13558. Springer, Cham (2022) 
* Conference proceedings of 2022 SBP-BRiMS 

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Improving Topic Segmentation by Injecting Discourse Dependencies


Sep 18, 2022
Linzi Xing, Patrick Huber, Giuseppe Carenini

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* Accepted to the 3rd Workshop on Computational Approaches to Discourse (CODI-2022) at COLING 2022 

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Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency


Sep 07, 2022
Wen Xiao, Giuseppe Carenini

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Automated Utterance Labeling of Conversations Using Natural Language Processing


Aug 12, 2022
Maria Laricheva, Chiyu Zhang, Yan Liu, Guanyu Chen, Terence Tracey, Richard Young, Giuseppe Carenini

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* Accepted in SBP-BRiMS 2022 (Camera-ready version) 

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Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models


Apr 08, 2022
Patrick Huber, Giuseppe Carenini

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* In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) 
* 9 pages 

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Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation


Dec 12, 2021
Patrick Huber, Linzi Xing, Giuseppe Carenini

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* AAAI 2022 

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Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization


Dec 10, 2021
Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini

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