Fine-tune BERT for Extractive Summarization

25 March 2019

Yang Liu

Papers citing "Fine-tune BERT for Extractive Summarization"

50 / 79 papers shown

Title
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 47 0 0 06 May 2025
HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks Qiuyu Zhu Liang Zhang Qianxiong Xu Cheng Long 261 2 0 22 Jan 2025
Headline-Guided Extractive Summarization for Thai News Articles Pimpitchaya Kositcharoensuk Nakarin Sritrakool Ploy N. Pratanwanich 75 0 0 02 Dec 2024
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 50 4 0 25 Oct 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 48 0 0 11 Jul 2024
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 53 16 0 06 Jul 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 39 4 0 06 Mar 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 68 81 0 05 Mar 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 49 23 0 19 Feb 2024
Graph Neural Network and NER-Based Text Summarization Imaad Zaffar Khan Amaan Aijaz Sheikh Utkarsh Sinha 34 5 0 05 Feb 2024
DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization Rahul Chand Yashoteja Prabhu Pratyush Kumar 20 3 0 20 Dec 2023
Efficient Trigger Word Insertion Yueqi Zeng Ziqiang Li Pengfei Xia Lei Liu Bin Li AAML 23 5 0 23 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 43 3 0 13 Oct 2023
Think before you speak: Training Language Models With Pause Tokens Sachin Goyal Ziwei Ji A. S. Rawat A. Menon Sanjiv Kumar Vaishnavh Nagarajan LRM 29 97 0 03 Oct 2023
Unsupervised Chunking with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 39 3 0 10 Sep 2023
TUBERAIDER: Attributing Coordinated Hate Attacks on YouTube Videos to their Source Communities Mohammad Hammas Saeed Kostantinos Papadamou Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini 11 0 0 09 Aug 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation Nianlong Gu Richard H. R. Hahnloser 69 5 0 06 Jun 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 46 79 0 22 May 2023
Enhancing Coherence of Extractive Summarization with Multitask Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 25 1 0 22 May 2023
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT Chong Ma Zihao Wu Jiaqi Wang Shaochen Xu Yaonai Wei ... Tuo Zhang Dajiang Zhu Dinggang Shen Tianming Liu Xiang Li MedIm LM&MA 47 97 0 17 Apr 2023
San-BERT: Extractive Summarization for Sanskrit Documents using BERT and it's variants Kartikeya Bhatnagar Sampath Lonka Jammi Kunal Mahabala Rao 36 2 0 04 Apr 2023
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections Nicolas Gutehrlé Antoine Doucet Adam Jatowt 20 1 0 31 Jan 2023
Towards Proactively Forecasting Sentence-Specific Information Popularity within Online News Documents Sayar Ghosh Roy Anshul Padhi Risubh Jain Manish Gupta Vasudeva Varma AI4TS 33 2 0 31 Dec 2022
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator Jian Yang Shuming Ma Li Dong Shaohan Huang Haoyang Huang Yuwei Yin Dongdong Zhang Liqun Yang Furu Wei Zhoujun Li SyDa AI4CE 37 25 0 20 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 31 24 0 19 Dec 2022
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages Rahul Tangsali Aabha Pingle Aditya Vyawahare Isha Joshi Raviraj Joshi 53 7 0 12 Dec 2022
Controllable Citation Sentence Generation with Language Models Nianlong Gu Richard H. R. Hahnloser 33 2 0 14 Nov 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token Baohao Liao David Thulke Sanjika Hewavitharana Hermann Ney Christof Monz 36 9 0 09 Nov 2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Model Ting Hua Yen-Chang Hsu Felicity Wang Qiang Lou Yilin Shen Hongxia Jin 27 13 0 02 Nov 2022
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies Irfan Al-Hussaini D. An Albert Lee Sarah Bi Cassie S. Mitchell 22 7 0 01 Nov 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 32 0 22 Oct 2022
Survey of Query-based Text Summarization Hang Yu 36 4 0 17 Sep 2022
Comparing Methods for Extractive Summarization of Call Centre Dialogue Alexandra Uma Dmitry Sityaev 27 1 0 06 Sep 2022
Adapting Task-Oriented Dialogue Models for Email Conversations Soham Deshmukh Charles Lee 29 1 0 19 Aug 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 28 29 0 15 Jun 2022
Contextual Networks and Unsupervised Ranking of Sentences Hao Zhang Youyu Zhou Jie Wang 30 5 0 09 Mar 2022
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks Yichen Zhu Weibin Meng Ying Liu Shenglin Zhang Tao Han Shimin Tao Dan Pei MoE 46 14 0 06 Dec 2021
Robust Deep Reinforcement Learning for Extractive Legal Summarization Duy-Hung Nguyen Bao-Sinh Nguyen Nguyen-Viet-Dung Nghiem Dung Tien Le Mim Amina Khatun Minh Le Nguyen Hung Le ELM AILaw AI4TS 83 18 0 13 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 40 76 0 07 Nov 2021
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Hangbo Bao Li Dong Wenhui Wang Nan Yang Furu Wei 18 11 0 26 Oct 2021
Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Yuanze Lin Jinwen Ma GNN 31 1 0 10 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen Anh Tuan Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data Fanyi Qu Xin Jia Hao Sun AI4Ed 93 24 0 11 Sep 2021
MeetSum: Transforming Meeting Transcript Summarization using Transformers! Nima Sadri Bohan Zhang Bihan Liu 18 1 0 13 Aug 2021
Exceeding the Limits of Visual-Linguistic Multi-Task Learning Cameron R. Wolfe Keld T. Lundgaard VLM 45 2 0 27 Jul 2021
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 19 44 0 10 Jul 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 26 0 21 Jun 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 42 224 0 14 May 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 18 10 0 19 Mar 2021
Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang Chia-Hua Wu Shang-Bao Luo Kuan-Yu Chen Hsin-Min Wang Tomoki Toda 74 28 0 30 Jan 2021