PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream

10 February 2023

Papers citing "PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream"

11 / 11 papers shown

Title
Online Drift Detection with Maximum Concept Discrepancy Ke Wan Yi Liang Susik Yoon 30 1 0 07 Jul 2024
Incremental Extractive Opinion Summarization Using Cover Trees Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Manzil Zaheer Andrew McCallum Amr Ahmed Snigdha Chaturvedi 34 3 0 16 Jan 2024
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 194 6 0 03 May 2023
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding Susik Yoon Dongha Lee Yunyi Zhang Jiawei Han AI4TS AIFin 31 8 0 08 Apr 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities Priyanka Kargupta Tanay Komarlu Susik Yoon Xuan Wang Jiawei Han 31 8 0 04 Apr 2023
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 83 114 0 16 Oct 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 207 21 0 07 Aug 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 90 90 0 25 Feb 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 175 685 0 10 Oct 2020
Text Summarization Techniques: A Brief Survey M. Allahyari Seyedamin Pouriyeh Mehdi Assefi S. Safaei Elizabeth D. Trippe Juan B. Gutierrez K. Kochut CVBM 52 513 0 07 Jul 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 245 31,257 0 16 Jan 2013