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Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Unsupervised Topic Segmentation of Meetings with BERT Embeddings

24 June 2021
Alessandro Solbiati
Kevin Heffernan
Georgios Damaskinos
Shivani Poddar
Shubham Modi
Jacques Calì
ArXiv (abs)PDFHTMLGithub

Papers citing "Unsupervised Topic Segmentation of Meetings with BERT Embeddings"

19 / 19 papers shown
Consistent Kernel Change-Point Detection under m-Dependence for Text Segmentation
Consistent Kernel Change-Point Detection under m-Dependence for Text Segmentation
Jairo Diaz-Rodriguez
Mumin Jia
283
1
0
03 Oct 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation
Multimodal Fusion and Coherence Modeling for Video Topic SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Hai Yu
Chong Deng
Qinglin Zhang
Jiaqing Liu
Qian Chen
Wen Wang
523
2
0
31 Dec 2024
Recent Trends in Linear Text Segmentation: a Survey
Recent Trends in Linear Text Segmentation: a SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Iacopo Ghinassi
Lin Wang
Chris Newell
Matthew Purver
3DVOOD
257
9
0
25 Nov 2024
A Novel LLM-based Two-stage Summarization Approach for Long Dialogues
A Novel LLM-based Two-stage Summarization Approach for Long DialoguesAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2024
Yuan-Jhe Yin
Bo-Yu Chen
Berlin Chen
217
10
0
09 Oct 2024
TocBERT: Medical Document Structure Extraction Using Bidirectional
  Transformers
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers
Majd Saleh
Sarra Baghdadi
Stéphane Paquelet
MedIm
201
3
0
27 Jun 2024
Action-Item-Driven Summarization of Long Meeting Transcripts
Action-Item-Driven Summarization of Long Meeting TranscriptsInternational Conference on Natural Language Processing and Information Retrieval (ICNLPIR), 2023
Logan Golia
Jugal Kalita
261
5
0
29 Dec 2023
Topic Segmentation of Semi-Structured and Unstructured Conversational
  Datasets using Language Models
Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models
Reshmi Ghosh
Harjeet Singh Kajal
Sharanya Kamath
Dhuri Shrivastava
Samyadeep Basu
Hansi Zeng
Soundararajan Srinivasan
191
3
0
26 Oct 2023
Improving Long Document Topic Segmentation Models With Enhanced
  Coherence Modeling
Improving Long Document Topic Segmentation Models With Enhanced Coherence ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hai Yu
Chong Deng
Qinglin Zhang
Jiaqing Liu
Qian Chen
Wen Wang
AI4TS
323
24
0
18 Oct 2023
Grounded Complex Task Segmentation for Conversational Assistants
Grounded Complex Task Segmentation for Conversational AssistantsSIGDIAL Conferences (SIGDIAL), 2023
Rafael Ferreira
David Semedo
João Magalhães
173
0
0
20 Sep 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space
Unsupervised Dialogue Topic Segmentation in Hyperdimensional SpaceInterspeech (Interspeech), 2023
Seongmin Park
Jinkyu Seo
Jihwa Lee
316
4
0
21 Aug 2023
GPT-Calls: Enhancing Call Segmentation and Tagging by Generating
  Synthetic Conversations via Large Language Models
GPT-Calls: Enhancing Call Segmentation and Tagging by Generating Synthetic Conversations via Large Language Models
Itzik Malkiel
Uri Alon
Yakir Yehuda
Shahar Keren
Oren Barkan
Royi Ronen
Noam Koenigstein
VLM
237
3
0
09 Jun 2023
Unsupervised Scientific Abstract Segmentation with Normalized Mutual
  Information
Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information
Yingqiang Gao
Jessica Lam
Nianlong Gu
Richard H. R. Hahnloser
218
0
0
19 May 2023
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue:
  An Empirical Study
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical StudyInternational Conference on Language Resources and Evaluation (LREC), 2023
Yaxin Fan
Feng Jiang
Peifeng Li
Haizhou Li
ELM
246
37
0
15 May 2023
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance
  Representation
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance RepresentationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Haoyu Gao
Rui Wang
Ting-En Lin
Yuchuan Wu
Min Yang
Fei Huang
Yongbin Li
329
19
0
04 May 2023
Document Summarization with Text Segmentation
Document Summarization with Text Segmentation
Lesly Miculicich
Benjamin Han
288
4
0
20 Jan 2023
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured
  & Unstructured Chats
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats
R. Ghosh
Harjeet Singh Kajal
Sharanya Kamath
Dhuri Shrivastava
S. Basu
Soundararajan Srinivasan
164
6
0
27 Nov 2022
Structured Summarization: Unified Text Segmentation and Segment Labeling
  as a Generation Task
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task
Hakan Inan
Rashi Rungta
Yashar Mehdad
170
14
0
28 Sep 2022
Improving Topic Segmentation by Injecting Discourse Dependencies
Improving Topic Segmentation by Injecting Discourse Dependencies
Linzi Xing
Patrick Huber
Giuseppe Carenini
177
8
0
18 Sep 2022
PREME: Preference-based Meeting Exploration through an Interactive
  Questionnaire
PREME: Preference-based Meeting Exploration through an Interactive QuestionnaireFindings (Findings), 2022
Negar Arabzadeh
Ali Ahmadvand
Julia Kiseleva
Yang Liu
Ahmed Hassan Awadallah
Ming Zhong
Milad Shokouhi
255
4
0
05 May 2022
1
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