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1902.04793
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SECTOR: A Neural Model for Coherent Topic Segmentation and Classification
Transactions of the Association for Computational Linguistics (TACL), 2019
13 February 2019
Sebastian Arnold
Rudolf Schneider
Philippe Cudré-Mauroux
Felix Alexander Gers
Alexander Loser
AI4TS
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Papers citing
"SECTOR: A Neural Model for Coherent Topic Segmentation and Classification"
28 / 28 papers shown
Team "better_call_claude": Style Change Detection using a Sequential Sentence Pair Classifier
Gleb Schmidt
Johannes Römisch
Mariia Halchynska
Svetlana Gorovaia
Ivan P. Yamshchikov
AI4TS
163
1
0
01 Aug 2025
A Vietnamese Dataset for Text Segmentation and Multiple Choices Reading Comprehension
Toan Nguyen Hai
Ha Nguyen Viet
Truong Quan Xuan
Duc Do Minh
193
1
0
19 Jun 2025
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation
Tongke Ni
Yang Fan
Junru Zhou
Xiangping Wu
Qingcai Chen
386
1
0
31 Mar 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Hai Yu
Chong Deng
Qinglin Zhang
Jiaqing Liu
Qian Chen
Wen Wang
515
2
0
31 Dec 2024
Recent Trends in Linear Text Segmentation: a Survey
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Iacopo Ghinassi
Lin Wang
Chris Newell
Matthew Purver
3DV
OOD
255
9
0
25 Nov 2024
BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence
Zhexiao Lin
Tianhao Zhang
Chen Jiang
Luan Tuyen Chau
372
7
0
28 Dec 2023
Segmenting Messy Text: Detecting Boundaries in Text Derived from Historical Newspaper Images
Carol Anderson
Phil Crone
VLM
214
1
0
20 Dec 2023
Finding Pragmatic Differences Between Disciplines
Lee Kezar
Jay Pujara
156
0
0
30 Sep 2023
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark
International Conference on Language Resources and Evaluation (LREC), 2023
Feng Jiang
Weihao Liu
Xiaomin Chu
Peifeng Li
Qiaoming Zhu
Haizhou Li
291
8
0
24 May 2023
Topic Shift Detection in Chinese Dialogues: Corpus and Benchmark
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Jian-Dong Lin
Yaxin Fan
Feng Jiang
Xiaomin Chu
Peifeng Li
265
5
0
02 May 2023
Topic Segmentation Model Focusing on Local Context
Jeonghwan Lee
Jiyeong Han
Sunghoon Baek
M. Song
204
7
0
05 Jan 2023
Reinforced Approximate Exploratory Data Analysis
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shaddy Garg
Subrata Mitra
Tong Yu
Yash Gadhia
A. Kashettiwar
236
6
0
12 Dec 2022
Toward Unifying Text Segmentation and Long Document Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sangwoo Cho
Kaiqiang Song
Xiaoyang Wang
Fei Liu
Dong Yu
215
43
0
28 Oct 2022
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task
Hakan Inan
Rashi Rungta
Yashar Mehdad
165
14
0
28 Sep 2022
Improving Topic Segmentation by Injecting Discourse Dependencies
Linzi Xing
Patrick Huber
Giuseppe Carenini
177
8
0
18 Sep 2022
Language modeling via stochastic processes
International Conference on Learning Representations (ICLR), 2022
Rose E. Wang
Esin Durmus
Noah D. Goodman
Tatsunori Hashimoto
BDL
AI4TS
255
28
0
21 Mar 2022
Hierarchical Interpretation of Neural Text Classification
Computational Linguistics (CL), 2022
Hanqi Yan
Lin Gui
Yulan He
396
17
0
20 Feb 2022
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation
Patrick Huber
Linzi Xing
Giuseppe Carenini
161
8
0
12 Dec 2021
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation
Raymond Li
Wen Xiao
Linzi Xing
Lanjun Wang
Gabriel Murray
Giuseppe Carenini
ViT
382
10
0
10 Dec 2021
Towards Full-Fledged Argument Search: A Framework for Extracting and Clustering Arguments from Unstructured Text
Michael Färber
A. Steyer
106
3
0
30 Nov 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence
Kelvin Lo
Yuan Jin
Weicong Tan
Ming Liu
Lan Du
Wray Buntine
223
52
0
14 Oct 2021
TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Huiyuan Xie
Zhenghao Liu
Chenyan Xiong
Zhiyuan Liu
Ann A. Copestake
VLM
157
35
0
09 Sep 2021
Self-supervised Answer Retrieval on Clinical Notes
Paul Grundmann
Sebastian Arnold
Alexander Loser
RALM
MedIm
229
3
0
02 Aug 2021
Unsupervised Topic Segmentation of Meetings with BERT Embeddings
Alessandro Solbiati
Kevin Heffernan
Georgios Damaskinos
Shivani Poddar
Shubham Modi
Jacques Calì
204
59
0
24 Jun 2021
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring
SIGDIAL Conferences (SIGDIAL), 2021
Linzi Xing
Giuseppe Carenini
196
53
0
12 Jun 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Betty van Aken
Jens-Michalis Papaioannou
M. Mayrdorfer
Klemens Budde
Felix Alexander Gers
Alexander Loser
173
89
0
08 Feb 2021
Improving Context Modeling in Neural Topic Segmentation
Linzi Xing
Bradley Hackinen
Giuseppe Carenini
Francesco Trebbi
308
38
0
07 Oct 2020
Learning Contextualized Document Representations for Healthcare Answer Retrieval
The Web Conference (WWW), 2020
Sebastian Arnold
Betty van Aken
Paul Grundmann
Felix Alexander Gers
Alexander Loser
235
15
0
03 Feb 2020
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