From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

8 September 2023

Papers citing "From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting"

34 / 34 papers shown

Title
Improving LLM-based Document-level Machine Translation with Multi-Knowledge Fusion Bin Liu Xinglin Lyu Junhui Li Daimeng Wei M. Zhang Shimin Tao Hao Yang 56 0 0 15 Mar 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 43 0 0 06 Jan 2025
Context-Informed Machine Translation of Manga using Multimodal Large Language Models Philip Lippmann Konrad Skublicki Joshua Tanner Shonosuke Ishiwatari Jie-jin Yang 31 0 0 04 Nov 2024
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data Anup Shirgaonkar Nikhil Pandey Nazmiye Ceren Abay Tolga Aktas Vijay Aski ALM SyDa 29 0 0 24 Oct 2024
Smart Audit System Empowered by LLM Xu Yao Xiaoxu Wu Xi Li Huan Xu Chenlei Li Ping-Chia Huang Si Li Xiaoning Ma Jiulong Shan 31 0 0 10 Oct 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization Yangfan Ye Xiachong Feng Xiaocheng Feng Weitao Ma Libo Qin Dongliang Xu Qing Yang Hongtao Liu Bing Qin 27 1 0 05 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 29 0 0 03 Oct 2024
PAIGE: Examining Learning Outcomes and Experiences with Personalized AI-Generated Educational Podcasts Tiffany D. Do Usama Bin Shafqat Elsie Ling Nikhil Sarda 40 2 0 06 Sep 2024
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization Aishik Nagar Yutong Liu Andy T. Liu Viktor Schlegel Vijay Prakash Dwivedi Arun-Kumar Kaliya-Perumal Guna Pratheep Kalanchiam Yili Tang R. Tan 27 1 0 22 Aug 2024
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models Nishanth Madhusudhan Sathwik Tejaswi Madhusudhan Vikas Yadav Masoud Hashemi 19 4 0 23 Jul 2024
Large Language Models are Interpretable Learners Ruochen Wang Si Si Felix X. Yu Dorothea Wiesmann Cho-Jui Hsieh Inderjit Dhillon 24 3 0 25 Jun 2024
Generating Educational Materials with Different Levels of Readability using LLMs Chieh-Yang Huang Jing Wei Ting-Hao 'Kenneth' Huang 27 8 0 18 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 16 0 17 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 42 47 0 21 May 2024
Language-Guided Self-Supervised Video Summarization Using Text Semantic Matching Considering the Diversity of the Video Tomoya Sugihara Shuntaro Masuda Ling Xiao Toshihiko Yamasaki 32 3 0 14 May 2024
QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums Varun Nagaraj Rao Eesha Agarwal Samantha Dalal D. Calacci Andrés Monroy-Hernández 35 8 0 08 May 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 50 18 0 24 Apr 2024
LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation Zilong Wang Xufang Luo Xinyang Jiang Dongsheng Li Lili Qiu LM&MA 27 8 0 01 Apr 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 79 0 05 Mar 2024
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models Jongyoon Song Nohil Park Bongkyu Hwang Jaewoong Yun Seongho Joe Youngjune Gwon Sungroh Yoon KELM HILM 36 1 0 23 Feb 2024
Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics C. M. Greco Andrea Tagarelli AILaw ELM 24 0 0 25 Jan 2024
Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System Feng Jiang Kuang Wang Haizhou Li 16 3 0 17 Jan 2024
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval Griffin Adams Jason Zucker Noémie Elhadad 24 4 0 04 Jan 2024
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model Yu-Chen Lin Akhilesh Kumar Norman Chang Wen-Liang Zhang Muhammad Zakir Rucha Apte Haiyang He Chao Wang Jyh-Shing Roger Jang 27 1 0 27 Nov 2023
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization G. Chrysostomou Zhixue Zhao Miles Williams Nikolaos Aletras HILM 34 10 0 15 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Shafiq R. Joty Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 44 57 0 15 Nov 2023
Image Clustering Conditioned on Text Criteria Sehyun Kwon Jaeseung Park Minkyu Kim Jaewoong Cho Ernest K. Ryu Kangwook Lee VLM 34 11 0 27 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq R. Joty 31 13 0 16 Oct 2023
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 18 106 0 01 Oct 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 32 0 0 18 May 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization Griffin Adams Jason Zucker Noémie Elhadad 46 22 0 07 Mar 2023
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 175 145 0 30 Aug 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 157 0 18 Feb 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 213 138 0 08 Dec 2020