Sample Efficient Text Summarization Using a Single Pre-Trained
Transformer

Sample Efficient Text Summarization Using a Single Pre-Trained Transformer

21 May 2019

Urvashi Khandelwal

Dan Jurafsky

Papers citing "Sample Efficient Text Summarization Using a Single Pre-Trained Transformer"

19 / 19 papers shown

Title
Advancements in Natural Language Processing for Automatic Text Summarization Nevidu Jayatilleke Ruvan Weerasinghe Nipuna Senanayake 204 1 0 27 Feb 2025
Reasoning Elicitation in Language Models via Counterfactual Feedback Alihan Hüyük Xinnuo Xu Jacqueline Maasch Aditya V. Nori Javier González ReLM LRM 247 1 0 02 Oct 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
Core Building Blocks: Next Gen Geo Spatial GPT Application Ashley Fernandez Swaraj Dube 29 5 0 17 Oct 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 44 14 0 31 Jul 2023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation V. Chekalina Georgii Sergeevich Novikov Julia Gusak Ivan Oseledets Alexander Panchenko 22 8 0 05 Jun 2023
SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Yi-Syuan Chen Yun-Zhu Song Hong-Han Shuai 33 6 0 24 Mar 2023
Fruit Ripeness Classification: a Survey Matteo Rizzo Matteo Marcuzzo A. Zangari A. Gasparetto A. Albarelli 32 62 0 29 Dec 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 40 1 0 17 Sep 2022
Brand Celebrity Matching Model Based on Natural Language Processing Han Yang Kejian Yang Erhan Zhang 36 1 0 18 Aug 2022
Uncertainty Estimation for Language Reward Models Adam Gleave G. Irving UQLM 42 32 0 14 Mar 2022
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 48 38 0 18 Feb 2021
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 68 13 0 19 Oct 2020
Product Title Generation for Conversational Systems using BERT M. Mane Shashank Kedia Aditya Mantha Stephen D. Guo Kannan Achan 31 7 0 23 Jul 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 37 15 0 23 Apr 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 78 2,019 0 18 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 60 616 0 27 Nov 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 303 1,620 0 18 Sep 2019
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks S. Rothe Shashi Narayan Aliaksei Severyn SILM 76 433 0 29 Jul 2019