SummIt: Iterative Text Summarization via ChatGPT

24 May 2023

Papers citing "SummIt: Iterative Text Summarization via ChatGPT"

43 / 43 papers shown

Title
Generating Fine Details of Entity Interactions Xinyi Gu Jiayuan Mao 32 0 0 11 Apr 2025
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback Taewon Yun Jihwan Oh Hyangsuk Min Yuho Lee Jihwan Bang Jason (Jinglun) Cai Hwanjun Song OffRL LRM 34 0 0 27 Mar 2025
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis Zhiang Dong Jingyuan Chen Fei Wu AI4Ed 67 0 0 08 Feb 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location Ting Sun Penghan Wang Fan Lai 46 1 0 15 Jan 2025
Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware Brandon J Walton Mst Eshita Khatun James M Ghawaly Aisha Ali-Gombe 30 2 0 10 Jan 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 38 0 0 06 Jan 2025
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 16 0 0 21 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization Xiutian Zhao Ke Wang Wei Peng 17 1 0 17 Oct 2024
Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings Krishno Dey Prerona Tarannum Md. Arid Hasan Imran Razzak Usman Naseem 29 0 0 17 Oct 2024
MARS: Multilingual Aspect-centric Review Summarisation Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 15 0 0 13 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui-cang Wang Lu Chen Kai Yu AI4TS ALM 19 1 0 01 Oct 2024
What's Wrong? Refining Meeting Summaries with LLM Feedback Frederic Kirstein Terry Ruas Bela Gipp 42 6 0 16 Jul 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 36 4 0 08 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 24 5 0 30 Jun 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Mengnan Du Shuaiqiang Wang Dawei Yin Sumi Helal 43 28 0 28 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 30 1 0 17 Jun 2024
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization Shichao Sun Ruifeng Yuan Ziqiang Cao Wenjie Li Pengfei Liu LRM 32 14 0 01 Jun 2024
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model Chao Gao Sai Qian Zhang ALM 114 7 0 08 Apr 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language Raphael Merx Aso Mahmudi Katrina Langford Leo Alberto de Araujo Ekaterina Vylomova 29 5 0 07 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 130 301 0 21 Mar 2024
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation Zizhong Li Haopeng Zhang Jiawei Zhang RALM 30 1 0 19 Feb 2024
GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency Catherine Yeh Gonzalo A. Ramos Rachel Ng Andy Huntington Richard Banks LLMAG 40 16 0 13 Feb 2024
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents Ziwei Gu Ian Arawjo Kenneth Li Jonathan K. Kummerfeld Elena L. Glassman 25 6 0 19 Jan 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges Zhen Li Xiaohan Xu Tao Shen Can Xu Jia-Chen Gu Yuxuan Lai Chongyang Tao Shuai Ma LM&MA ELM 26 9 0 13 Jan 2024
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques Tanwi Mallick John Murphy Joshua Bergerson Duane R. Verner John K Hutchison L. Levy 12 1 0 11 Jan 2024
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization Shmuel Amar Liat Schiff Ori Ernst Asi Shefer Ori Shapira Ido Dagan 14 11 0 07 Dec 2023
Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark Xiao Liu Jianfeng Lin Jiawei Zhang 17 2 0 21 Nov 2023
FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models Yimin Jing Renren Jin Jiahao Hu Huishi Qiu Xiaohua Wang Peng Wang Deyi Xiong LRM ELM 8 1 0 16 Nov 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 12 17 0 21 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq R. Joty 23 13 0 16 Oct 2023
Metric Ensembles For Hallucination Detection Grant C. Forbes Parth Katlana Zeydy Ortiz HILM 23 4 0 16 Oct 2023
Risk Aware Benchmarking of Large Language Models Apoorva Nitsure Youssef Mroueh Mattia Rigotti Kristjan Greenewald Brian M. Belgodere Mikhail Yurochkin Jirí Navrátil Igor Melnyk Jerret Ross 20 1 0 11 Oct 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 25 6 0 20 Sep 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 20 50 0 02 Sep 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 11 3 0 14 Jun 2023
Self-Verification Improves Few-Shot Clinical Information Extraction Zelalem Gero Chandan Singh Hao Cheng Tristan Naumann Michel Galley Jianfeng Gao Hoifung Poon 32 51 0 30 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 50 40 0 02 May 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 19 75 0 09 Apr 2023
NEWTS: A Corpus for News Topic-Focused Summarization Seyed Ali Bahrainian Sheridan Feucht Carsten Eickhoff 61 24 0 31 May 2022
Learning to Model Editing Processes Machel Reid Graham Neubig KELM BDL 101 34 0 24 May 2022
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 129 36 0 24 Oct 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 245 1,417 0 22 Aug 2019
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015