Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method

22 May 2023

Rui Wang

Papers citing "Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method"

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Title
Fast-Slow-Thinking: Complex Task Solving with Large Language Models Yiliu Sun Yanfang Zhang Zicheng Zhao Sheng Wan Dacheng Tao Chen Gong LRM 31 0 0 11 Apr 2025
News is More than a Collection of Facts: Moral Frame Preserving News Summarization Enrico Liscio Michela Lorandi P. Murukannaiah 36 0 0 01 Apr 2025
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding Y. Wang Pei Zhang Siyuan Huang Baosong Yang Z. Zhang Fei Huang Rui Wang BDL LRM 62 6 0 03 Mar 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 33 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 43 0 0 06 Jan 2025
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 66 4 0 06 Nov 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 16 0 0 21 Oct 2024
4-LEGS: 4D Language Embedded Gaussian Splatting Gal Fiebelman Tamir Cohen Ayellet Morgenstern Peter Hedman Hadar Averbuch-Elor 3DGS 36 1 0 14 Oct 2024
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions Qian Ruan Ilia Kuznetsov Iryna Gurevych 18 2 0 02 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
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done! Divya Patel Pathik Patel Ankush Chander Sourish Dasgupta Tanmoy Chakraborty 16 1 0 30 Sep 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information Zheng Hui Zhaoxiao Guo Hang Zhao Juanyong Duan Congrui Huang 25 6 0 23 Sep 2024
InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference Xiurui Pan Endian Li Qiao Li Shengwen Liang Yizhou Shan Ke Zhou Yingwei Luo Xiaolin Wang Jie Zhang 28 10 0 08 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 22 1 0 22 Aug 2024
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Taiji Li Zhi Li Yin Zhang HILM 22 5 0 31 Jul 2024
Source Code Summarization in the Era of Large Language Models Weisong Sun Yun Miao Yuekang Li Hongyu Zhang Chunrong Fang Yi Liu Gelei Deng Yang Liu Zhenyu Chen ELM 42 14 0 09 Jul 2024
EVA-Score: Evaluation of Long-form Summarization on Informativeness through Extraction and Validation Yuchen Fan Xin Zhong Chengsi Wang Gaoche Wu Bowen Zhou 21 2 0 06 Jul 2024
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management Wonbeom Lee Jungi Lee Junghwan Seo Jaewoong Sim RALM 26 72 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 14 0 17 Jun 2024
Key-Element-Informed sLLM Tuning for Document Summarization Sangwon Ryu Heejin Do Yunsu Kim G. G. Lee Jungseul Ok 21 6 0 07 Jun 2024
Are AI-Generated Text Detectors Robust to Adversarial Perturbations? Guanhua Huang Yuchen Zhang Zhe Li Yongjian You Mingze Wang Zhouwang Yang DeLMO 40 3 0 03 Jun 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning Sangwon Ryu Heejin Do Yunsu Kim Gary Geunbae Lee Jungseul Ok 23 3 0 01 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 38 44 0 21 May 2024
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models Hongyi Zhu Jia-Hong Huang S. Rudinac Evangelos Kanoulas 30 7 0 29 Apr 2024
Are Large Language Models Reliable Argument Quality Annotators? Nailia Mirzakhmedova Marcel Gohsen Chia Hao Chang Benno Stein ALM 35 9 0 15 Apr 2024
Scaling Up Video Summarization Pretraining with Large Language Models Dawit Mureja Argaw Seunghyun Yoon Fabian Caba Heilbron Hanieh Deilamsalehy Trung Bui Zhaowen Wang Franck Dernoncourt Joon Son Chung 33 9 0 04 Apr 2024
Prompting for Numerical Sequences: A Case Study on Market Comment Generation Masayuki Kawarada Tatsuya Ishigaki Hiroya Takamura 27 3 0 03 Apr 2024
Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning Changtong Zan Liang Ding Li Shen Yibing Zhen Weifeng Liu Dacheng Tao 44 9 0 21 Mar 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 65 79 0 05 Mar 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction Alessandro Sciré Karim Ghonim Roberto Navigli HILM 21 6 0 04 Mar 2024
Rethinking Human-like Translation Strategy: Integrating Drift-Diffusion Model with Large Language Models for Machine Translation Hongbin Na Zimu Wang M. Maimaiti Tong Chen Wei Wang Tao Shen Ling Chen LRM 20 5 0 16 Feb 2024
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media Jiayu Song Jenny Chim Adam Tsakalidis Julia Ive Dana Atzil-Slonim M. Liakata 19 3 0 29 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 54 6 0 24 Jan 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? Marcio Fonseca Shay B. Cohen 39 10 0 18 Jan 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents Tongxin Yuan Zhiwei He Lingzhong Dong Yiming Wang Ruijie Zhao ... Binglin Zhou Fangqi Li Zhuosheng Zhang Rui Wang Gongshen Liu ELM 21 58 0 18 Jan 2024
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache Bin Lin Chen Zhang Tao Peng Hanyu Zhao Wencong Xiao ... Shen Li Zhigang Ji Tao Xie Yong Li Wei Lin 31 46 0 05 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
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 14 6 0 03 Dec 2023
Zero-shot Conversational Summarization Evaluations with small Large Language Models R. Manuvinakurike Saurav Sahay Sangeeta Manepalli L. Nachman ELM LM&MA 14 0 0 29 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 31 51 0 20 Nov 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering Dohwan Ko Ji Soo Lee Wooyoung Kang Byungseok Roh Hyunwoo J. Kim LRM 33 31 0 24 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq R. Joty 25 13 0 16 Oct 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 16 148 0 27 Sep 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 70 38 0 18 Sep 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? Xiangru Tang Yiming Zong Jason Phang Yilun Zhao Wangchunshu Zhou Arman Cohan Mark B. Gerstein LMTD ELM ALM 42 8 0 16 Sep 2023
PaniniQA: Enhancing Patient Education Through Interactive Question Answering Pengshan Cai Zonghai Yao Fei Liu Dakuo Wang Meghan Reilly ... Yi Cao Alok Kapoor Adarsha S. Bajracharya D. Berlowitz Hongfeng Yu 22 17 0 07 Aug 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 21 6 0 30 Jun 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 35 222 0 08 Jun 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 24 0 0 18 May 2023
Exploring Human-Like Translation Strategy with Large Language Models Zhiwei He Tian Liang Wenxiang Jiao Zhuosheng Zhang Yujiu Yang Rui Wang Zhaopeng Tu Shuming Shi Xing Wang 16 39 0 06 May 2023