Transformer over Pre-trained Transformer for Neural Text Segmentation
with Enhanced Topic Coherence

Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence

14 October 2021

Wray L. Buntine

Papers citing "Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence"

15 / 15 papers shown

Title
Recent Trends in Linear Text Segmentation: a Survey Iacopo Ghinassi Lin Wang Chris Newell Matthew Purver 3DV OOD 72 1 0 25 Nov 2024
GigaCheck: Detecting LLM-generated Content Irina Tolstykh Aleksandra Tsybina Sergey Yakubson Aleksandr Gordeev Vladimir Dokholyan Maksim Kuprashevich DeLMO 37 1 0 31 Oct 2024
PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters Azin Ghazimatin Ekaterina Garmash Gustavo Penha Kristen Sheets Martin Achenbach ... Ben Carterette Ann Clifton Paul N. Bennett C. Hauff M. Lalmas 29 2 0 21 Oct 2024
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights Zijie Zeng Shiqi Liu Lele Sha Zhuang Li Kaixun Yang Sannyuya Liu Dragan Gavsević Guanliang Chen DeLMO 42 0 0 06 Mar 2024
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Linzi Xing Quan Tran Fabian Caba Franck Dernoncourt Seunghyun Yoon Zhaowen Wang Trung Bui Giuseppe Carenini 41 1 0 30 Nov 2023
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling Hai Yu Chong Deng Qinglin Zhang Jiaqing Liu Qian Chen Wen Wang AI4TS 20 8 0 18 Oct 2023
Grounded Complex Task Segmentation for Conversational Assistants Rafael Ferreira David Semedo João Magalhães 23 0 0 20 Sep 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers N. Solovyev Ryan Barron Manish Bhattarai M. Eren Kim Ø. Rasmussen Boian S. Alexandrov 11 1 0 19 Sep 2023
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark Feng Jiang Weihao Liu Xiaomin Chu Peifeng Li Qiaoming Zhu Haizhou Li 27 0 0 24 May 2023
Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information Yingqiang Gao Jessica Lam Nianlong Gu Richard H. R. Hahnloser 18 0 0 19 May 2023
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation Haoyu Gao Rui Wang Ting-En Lin Yuchuan Wu Min Yang Fei Huang Yongbin Li 32 10 0 04 May 2023
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 14 4 0 05 Jan 2023
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task Hakan Inan Rashi Rungta Yashar Mehdad 29 9 0 28 Sep 2022
Improving Topic Segmentation by Injecting Discourse Dependencies Linzi Xing Patrick Huber Giuseppe Carenini 43 7 0 18 Sep 2022
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 25 7 0 10 Dec 2021