A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods

5 March 2024

Papers citing "A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods"

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Title
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning Tianyu Liu Simeng Han Xiao Luo H. Wang Pan Lu ... Arman Cohan Hua Xu Mark B. Gerstein James Zou Hongyu Zhao 24 0 0 03 May 2025
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Daria Alexander Arjen P. de Vries 31 0 0 30 Apr 2025
Generative AI in Financial Institution: A Global Survey of Opportunities, Threats, and Regulation Bikash Saha Nanda Rani Sandeep K. Shukla 43 0 0 30 Apr 2025
Towards Machine-Generated Code for the Resolution of User Intentions Justus Flerlage Ilja Behnke O. Kao 24 0 0 24 Apr 2025
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement Zhifan Ye Kejing Xia Yonggan Fu Xin Dong Jihoon Hong Xiangchi Yuan Shizhe Diao Jan Kautz Pavlo Molchanov Yingyan Lin Mamba 21 2 0 22 Apr 2025
Scaling Auditory Cognition via Test-Time Compute in Audio Language Models Ting Dang Yan Gao Hong Jia 29 0 0 30 Mar 2025
Scaling Down Text Encoders of Text-to-Image Diffusion Models Lifu Wang Daqing Liu Xinchen Liu Xiaodong He VLM 31 0 0 25 Mar 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 43 0 0 16 Mar 2025
RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration Hong Qing Yu Frank McQuade 36 1 0 14 Mar 2025
Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey Katerina Korre Dimitris Tsirmpas Nikos Gkoumas Emma Cabalé Dionysis Kontarinis Danai Myrtzani Theodoros Evgeniou Ion Androutsopoulos John Pavlopoulos 27 1 0 03 Mar 2025
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants Manisha Mukherjee Sungchul Kim Xiang Chen Dan Luo Tong Yu Tung Mai RALM 39 1 0 24 Feb 2025
Analyze the Neurons, not the Embeddings: Understanding When and Where LLM Representations Align with Humans Masha Fedzechkina Eleonora Gualdoni Sinead Williamson Katherine Metcalf Skyler Seto B. Theobald 28 1 0 20 Feb 2025
LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation Junchen Fu Xuri Ge Kaiwen Zheng Ioannis Arapakis Xin Xin J. Jose 72 0 0 20 Feb 2025
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Zexing Xu Zhuang Luo Yichuan Li Kyumin Lee S. Rasoul Etesami 33 0 0 28 Jan 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 51 1 0 31 Dec 2024
On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA Neetha Jambigi Joshua Hammesfahr Moritz Mueller Thomas Bach Michael Felderer 74 0 0 18 Dec 2024
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Jinming Zhang Yunfei Long 67 0 0 03 Dec 2024
From Pen to Prompt: How Creative Writers Integrate AI into their Writing Practice Alicia Guo Shreya Sathyanarayanan Leijie Wang Jeffrey Heer Amy X. Zhang 41 4 0 05 Nov 2024
Imprompter: Tricking LLM Agents into Improper Tool Use Xiaohan Fu Shuheng Li Zihan Wang Y. Liu Rajesh K. Gupta Taylor Berg-Kirkpatrick Earlence Fernandes SILM LLMAG 43 14 0 19 Oct 2024
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection Yong Xie Karan Aggarwal Aitzaz Ahmad Stephen Lau 25 0 0 16 Oct 2024
Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning Huiwen Wu Xiaohan Li Xiaogang Xu Jiafei Wu Deyi Zhang Zhe Liu MLLM CLL VLM 27 0 0 16 Oct 2024
Black-box Uncertainty Quantification Method for LLM-as-a-Judge Nico Wagner Michael Desmond Rahul Nair Zahra Ashktorab Elizabeth M. Daly Qian Pan Martin Santillan Cooper James M. Johnson Werner Geyer ELM UQCV 39 3 0 15 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 23 1 0 09 Oct 2024
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning Zhengyu Hu Yichuan Li Zhengyu Chen J. Wang Han Liu Kyumin Lee Kaize Ding GNN 74 1 0 09 Oct 2024
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide Dohun Lee Bryan S Kim Geon Yeong Park Jong Chul Ye VGen 22 1 0 06 Oct 2024
ConServe: Harvesting GPUs for Low-Latency and High-Throughput Large Language Model Serving Yifan Qiao Shu Anzai Shan Yu Haoran Ma Yang Wang Miryung Kim Harry Xu 21 2 0 02 Oct 2024
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining Vinayak Arannil Neha Narwal Sourav Sanjukta Bhabesh Sai Nikhil Thirandas Darren Yow-Bang Wang Graham Horwood Alex Anto Chirayath Gouri Pandeshwar 33 0 0 30 Sep 2024
Task-oriented Prompt Enhancement via Script Generation Chung-Yu Wang Alireza DaghighFarsoodeh Hung Viet Pham LRM 32 0 0 24 Sep 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 27 8 0 24 Sep 2024
SITransformer: Shared Information-Guided Transformer for Extreme Multimodal Summarization Sicheng Liu Lintao Wang Xiaogan Zhu Xuequan Lu Zhiyong Wang Kun Hu 21 0 0 28 Aug 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 30 6 0 09 Aug 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 23 0 0 13 May 2024
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph Vladyslav Nechakhin Jennifer D'Souza Steffen Eger 28 4 0 03 May 2024
101 Billion Arabic Words Dataset Manel Aloui Hasna Chouikhi Ghaith Chaabane Haithem Kchaou Chehir Dhaouadi 23 1 0 29 Apr 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation Jihoo Kim Wonho Song Dahyun Kim Yunsu Kim Yungi Kim Chanjun Park ELM 48 2 0 01 Apr 2024
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 45 38 0 18 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 29 2 0 16 Sep 2023
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 51 44 0 27 Mar 2023
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 59 45 0 22 Oct 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 58 120 0 03 Jul 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 313 8,261 0 28 Jan 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 67 113 0 16 Oct 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders Han He Jinho D. Choi 43 84 0 14 Sep 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 117 145 0 09 Sep 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 287 196 0 18 Apr 2021
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 53 35 0 04 May 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 224 1,281 0 18 Mar 2020
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Michihiro Yasunaga Jungo Kasai Rui Zhang Alexander R. Fabbri Irene Z Li Dan Friedman Dragomir R. Radev 62 206 0 04 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 245 1,417 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 190 1,249 0 14 Nov 2016