Topic-Guided Abstractive Multi-Document Summarization

Topic-Guided Abstractive Multi-Document Summarization

21 October 2021

Peng Cui

Papers citing "Topic-Guided Abstractive Multi-Document Summarization"

18 / 18 papers shown

Title
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization Shiyin Tan Jaeeon Park Dongyuan Li Renhe Jiang Manabu Okumura RALM 38 0 0 23 Apr 2025
Controllable Topic-Focused Abstractive Summarization Seyed Ali Bahrainian Martin Jaggi Carsten Eickhoff 24 0 0 12 Nov 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 21 13 0 23 Oct 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Dongqi Pu Vera Demberg DeLMO 26 65 0 13 Jun 2023
Adaptive and Personalized Exercise Generation for Online Language Learning Peng Cui Mrinmaya Sachan AI4Ed 13 21 0 04 Jun 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 14 9 0 31 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 20 13 0 19 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 20 10 0 15 May 2023
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation Miao Li Eduard H. Hovy Jey Han Lau 36 14 0 02 May 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 31 11 0 12 Mar 2023
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews Runcong Zhao Lin Gui Hanqi Yan Yulan He 17 3 0 03 Jan 2023
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati 21 0 0 28 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 22 44 0 09 Oct 2022
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Qianqian Xie Jimin Huang Tulika Saha Sophia Ananiadou 27 25 0 21 Aug 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto Pascale Fung 17 24 0 11 Apr 2022
Learning Cluster Patterns for Abstractive Summarization Sung-Guk Jo Jeong-Jae Kim Byung-Won On 19 3 0 22 Feb 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 31 307 0 15 Dec 2021
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 0 14 Nov 2016