Examining the State-of-the-Art in News Timeline Summarization

20 May 2020

Papers citing "Examining the State-of-the-Art in News Timeline Summarization"

23 / 23 papers shown

Title
Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance Muhammad Reza Qorib Qisheng Hu Hwee Tou Ng 98 0 0 23 Dec 2024
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events Priyanka Kargupta Yunyi Zhang Yizhu Jiao Siru Ouyang Jiawei Han AI4TS 119 0 0 09 Aug 2024
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization Preslav Nakov Shen Gao Mingzhe Li Qingqing Zhu Xin Gao Xiangliang Zhang 65 0 0 08 Jun 2024
TLEX: An Efficient Method for Extracting Exact Timelines from TimeML Temporal Graphs M. Ocal Ning Xie Mark A. Finlayson 40 0 0 07 Jun 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding Zhihan Zhang Yixin Cao Chenchen Ye Yunshan Ma Lizi Liao Tat-Seng Chua 79 13 0 04 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 249 96 0 05 Mar 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 70 3 0 16 Jan 2024
Distilling Event Sequence Knowledge From Large Language Models Somin Wadhwa Oktie Hassanzadeh D. Bhattacharjya Ken Barker Jian Ni 74 1 0 14 Jan 2024
News Signals: An NLP Library for Text and Time Series Chris Hokamp D. Ghalandari Parsa Ghaffari AI4TS 178 1 0 18 Dec 2023
Background Summarization of Event Timelines Adithya Pratapa Kevin Small Markus Dreyer 113 2 0 24 Oct 2023
Video Timeline Modeling For News Story Understanding Meng Liu Ruotong Wang Jialu Liu H. Dai Mingming Yang S. Ji Zheyun Feng Boqing Gong 42 2 0 23 Sep 2023
A Survey on Event-based News Narrative Extraction Brian Felipe Keith Norambuena Tanushree Mitra Chris North 79 24 0 16 Feb 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 80 7 0 10 Feb 2023
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections Nicolas Gutehrlé Antoine Doucet Adam Jatowt 34 2 0 31 Jan 2023
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order Preslav Nakov Li Mingzhe Shen Gao Zhangming Chan Dongyan Zhao Xin Gao Xiangliang Zhang Rui Yan 340 4 0 02 Jan 2023
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning Yuxuan Ye Edwin Simpson 29 0 0 14 Nov 2022
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization Hossein Rajaby Faghihi Bashar Alhafni Kecheng Zhang Shihao Ran Joel R. Tetreault A. Jaimes 58 10 0 25 Oct 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 162 194 0 27 Jul 2022
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach Sayantan Adak Altaf Ahmad Aditya Basu Animesh Mukherjee 89 0 0 28 Jun 2022
How News Evolves? Modeling News Text and Coverage using Graphs and Hawkes Process Honggen Zhang Igor Molybog 55 0 0 18 Nov 2021
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System Hongru Wang Mingyu Cui Zimo Zhou Gabriel Pui Cheong Fung Kam-Fai Wong BDL 82 10 0 11 Sep 2021
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization Qianren Mao Hao Peng Zheng Wang Xi Li Hongdong Zhu Jianxin Li 33 0 0 29 May 2021
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 107 37 0 27 Nov 2020