Multi-document Summarization with Maximal Marginal Relevance-guided
Reinforcement Learning

Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning

30 September 2020

Xiang Ren

Papers citing "Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning"

13 / 13 papers shown

Title
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 72 4 0 30 Oct 2024
Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation Congbo Ma Wei Emma Zhang Dileepa Pitawela Haojie Zhuang Yanfeng Shu 22 0 0 16 Jul 2024
DynED: Dynamic Ensemble Diversification in Data Stream Classification Soheil Abadifard Sepehr Bakhshi Sanaz Gheibuni Fazli Can 24 2 0 21 Aug 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 37 7 0 10 Feb 2023
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 32 3 0 19 Nov 2022
Proposition-Level Clustering for Multi-Document Summarization Ori Ernst Avi Caciularu Ori Shapira Ramakanth Pasunuru Joey Tianyi Zhou Jacob Goldberger Ido Dagan 24 17 0 16 Dec 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation Yuning Mao Wenchang Ma Deren Lei Jiawei Han Xiang Ren 29 4 0 18 Apr 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 126 0 10 Nov 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 68 13 0 19 Oct 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 270 13,368 0 25 Aug 2014
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,124 0 25 Jul 2012