PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

18 December 2019

Mohammad Saleh

Papers citing "PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization"

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Title
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles Tomas Goldsack Carolina Scarton Matthew Shardlow Chenghua Lin 37 31 0 16 Aug 2024
Personalized Clinical Note Generation from Doctor-Patient Conversations Nathan Brake Thomas Schaaf LM&MA 22 0 0 07 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 30 2 0 06 Aug 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 43 0 0 05 Aug 2024
Difficulty Estimation and Simplification of French Text Using LLMs Henri Jamet Yash Raj Shrestha Michalis Vlachos 30 2 0 25 Jul 2024
Closing the gap between open-source and commercial large language models for medical evidence summarization Gongbo Zhang Qiao Jin Yiliang Zhou Song Wang B. Idnay ... Ali Soroush Thomas Campion Zhiyong Lu Chunhua Weng Yifan Peng ELM LM&MA 45 15 0 25 Jul 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 52 3 0 18 Jul 2024
M2DS: Multilingual Dataset for Multi-document Summarisation Kushan Hewapathirana Nisansa de Silva Sri Lanka 41 0 0 17 Jul 2024
Turning Generative Models Degenerate: The Power of Data Poisoning Attacks Shuli Jiang S. Kadhe Yi Zhou Farhan Ahmed Ling Cai Nathalie Baracaldo SILM AAML 41 4 0 17 Jul 2024
What's Wrong? Refining Meeting Summaries with LLM Feedback Frederic Kirstein Terry Ruas Bela Gipp 54 7 0 16 Jul 2024
Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments Zoya Volovikova A. Skrynnik Petr Kuderov Aleksandr I. Panov LLMAG LM&Ro 49 1 0 12 Jul 2024
Enhancing Few-Shot Stock Trend Prediction with Large Language Models Yiqi Deng Xingwei He Jiahao Hu Siu-Ming Yiu AIFin 32 1 0 12 Jul 2024
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents Shrestha Mohanty Negar Arabzadeh Andrea Tupini Yuxuan Sun Alexey Skrynnik Artem Zholus Marc-Alexandre Côté Julia Kiseleva 46 0 0 12 Jul 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu Szu Hui Ng Bryan Kian Hsiang Low 48 0 0 06 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
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 44 1 0 04 Jul 2024
Uncertainty-Guided Optimization on Large Language Model Search Trees Julia Grosse Ruotian Wu Ahmad Rashid Philipp Hennig Pascal Poupart Agustinus Kristiadi 45 1 0 04 Jul 2024
A Case Study on Context-Aware Neural Machine Translation with Multi-Task Learning Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal Pushpak Bhattacharyya 23 1 0 03 Jul 2024
Proposal Report for the 2nd SciCAP Competition 2024 Pengpeng Li Tingmin Li Jingyuan Wang Boyuan Wang Yang Yang 22 2 0 02 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 43 5 0 30 Jun 2024
LegalTurk Optimized BERT for Multi-Label Text Classification and NER Farnaz Zeidi Mehmet Fatih Amasyali Çiğdem Erol VLM 36 1 0 30 Jun 2024
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels Nicholas Pangakis Samuel Wolken 40 15 0 25 Jun 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings Zachary Horvitz Ajay Patel Kanishk Singh Chris Callison-Burch Kathleen McKeown Zhou Yu 45 4 0 21 Jun 2024
AgriLLM: Harnessing Transformers for Farmer Queries Krish Didwania Pratinav Seth Aditya Kasliwal Amit Agarwal 34 0 0 21 Jun 2024
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration Han-Cheng Yu Yu-An Shih Kin-Man Law Kai-Yu Hsieh Yu-Chen Cheng Hsin-Chih Ho Zih-An Lin Wen-Chuan Hsu Yao-Chung Fan 29 10 0 19 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization Gauri Naik Sharad Chandakacherla S. Yadav Md. Shad Akhtar 35 6 0 13 Jun 2024
GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews Maxime Darrin Ines Arous Pablo Piantanida Jackie CK Cheung 55 2 0 11 Jun 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems Christos Vlachos Themos Stafylakis Ion Androutsopoulos 51 1 0 10 Jun 2024
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization Preslav Nakov Shen Gao Mingzhe Li Qingqing Zhu Xin Gao Xiangliang Zhang 38 0 0 08 Jun 2024
Key-Element-Informed sLLM Tuning for Document Summarization Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 37 6 0 07 Jun 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 35 2 0 06 Jun 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 53 3 0 05 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 33 6 0 05 Jun 2024
RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization Jinge Wu Abul Hasan Honghan Wu 31 0 0 05 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 43 3 0 04 Jun 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning Sangwon Ryu Heejin Do Yunsu Kim Gary Geunbae Lee Jungseul Ok 34 3 0 01 Jun 2024
FinGen: A Dataset for Argument Generation in Finance Chung-Chi Chen Hiroya Takamura Ichiro Kobayashi Yusuke Miyao 42 0 0 31 May 2024
PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization Vijay Jaisankar Sambaran Bandyopadhyay Kalp Vyas Varre Chaitanya Shwetha Somasundaram 32 2 0 30 May 2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors Vijay Lingam Atula Tejaswi Aditya Vavre Aneesh Shetty Gautham Krishna Gudur Joydeep Ghosh Alexandros G. Dimakis Eunsol Choi Aleksandar Bojchevski Sujay Sanghavi 51 11 0 30 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 37 9 0 24 May 2024
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models Alejo López-Ávila Víctor Suárez-Paniagua 27 1 0 23 May 2024
Exploring the Capabilities of Prompted Large Language Models in Educational and Assessment Applications Subhankar Maity Aniket Deroy Sudeshna Sarkar AI4Ed ELM 34 11 0 19 May 2024
"Previously on ..." From Recaps to Story Summarization Aditya Kumar Singh Dhruv Srivastava Makarand Tapaswi 50 0 0 19 May 2024
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level Chenlong Zhao Xiwen Zhou Xiaopeng Xie Yong Zhang 32 3 0 16 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 40 2 0 15 May 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 67 0 0 13 May 2024
ATSumm: Auxiliary information enhanced approach for abstractive disaster Tweet Summarization with sparse training data Piyush Garg Roshni Chakraborty Sourav Kumar Dandapat 27 2 0 10 May 2024
Are EEG-to-Text Models Working? Hyejeong Jo Yiqian Yang Juhyeok Han Yiqun Duan Hui Xiong Won Hee Lee 45 16 0 10 May 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 36 3 0 10 May 2024