Simple Unsupervised Summarization by Contextual Matching

31 July 2019

Papers citing "Simple Unsupervised Summarization by Contextual Matching"

23 / 23 papers shown

Title
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models Juseon-Do Jingun Kwon Hidetaka Kamigaito Manabu Okumura 103 2 0 16 Jun 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 285 115 0 05 Mar 2024
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences Tatiana Passali Efstathios Chatzikyriakidis Stelios Andreadis Thanos G. Stavropoulos Anastasia Matonaki A. Fachantidis Grigorios Tsoumakas 83 1 0 08 Dec 2023
Discrete Prompt Compression with Reinforcement Learning Hoyoun Jung Kyung-Joong Kim 125 32 0 17 Aug 2023
Unsupervised Open-domain Keyphrase Generation Lam Thanh Do Cheng Wang Kevin Chen-Chuan Chang 111 0 0 19 Jun 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 112 0 0 18 May 2023
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization Dongmin Hyun Xiting Wang Chanyoung Park Xing Xie Hwanjo Yu 74 8 0 21 Dec 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks Xinnian Liang Jing Li Shuangzhi Wu Jiali Zeng Yufan Jiang Mu Li Zhoujun Li AI4TS 89 6 0 17 Aug 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Puyuan Liu Chenyang Huang Lili Mou 120 20 0 28 May 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning D. Ghalandari Chris Hokamp Georgiana Ifrim 99 22 0 17 May 2022
Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes Miguel Arana Catania Rob Procter Yulan He Maria Liakata 39 3 0 12 Oct 2021
LawSum: A weakly supervised approach for Indian Legal Document Summarization Vedant Vijay Parikh Vidit Mathur Parth Mehta Namita Mittal Prasenjit Majumder AILaw 107 22 0 04 Oct 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 127 64 0 01 Jun 2021
AMR Parsing with Action-Pointer Transformer Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Radu Florian 144 46 0 29 Apr 2021
Unsupervised Extractive Summarization using Pointwise Mutual Information Vishakh Padmakumar He He 80 47 0 11 Feb 2021
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms Yotam Shichel Meir Kalech Oren Tsur 72 3 0 25 Jan 2021
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 127 38 0 27 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 233 98 0 24 Oct 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion Ankur Goswami Akshata Bhat Hadar Ohana Theodoros Rekatsinas ReLM 68 17 0 14 Oct 2020
Q-learning with Language Model for Edit-based Unsupervised Summarization Ryosuke Kohita Akifumi Wachi Yang Zhao Ryuki Tachibana KELM 80 4 0 09 Oct 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 280 43 0 04 May 2020
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West Ari Holtzman Jan Buys Yejin Choi SSL 139 65 0 16 Sep 2019
Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 151 78 0 09 Sep 2019