A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

16 April 2018

Arman Cohan

Papers citing "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

50 / 415 papers shown

Title
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Taiji Li Zhi Li Yin Zhang HILM 38 6 0 31 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 58 1 0 23 Jul 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Anum Afzal Ribin Chalumattu Florian Matthes Laura Mascarell ALM ELM 32 4 0 16 Jul 2024
Etalon: Holistic Performance Evaluation Framework for LLM Inference Systems Amey Agrawal Anmol Agarwal Nitin Kedia Jayashree Mohan Souvik Kundu Nipun Kwatra Ramachandran Ramjee Alexey Tumanov 24 5 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 34 2 0 06 Jul 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP Omer Goldman Alon Jacovi Aviv Slobodkin Aviya Maimon Ido Dagan Reut Tsarfaty 64 11 0 29 Jun 2024
Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving Ruoyu Qin Zheming Li Weiran He Mingxing Zhang Yongwei Wu Weimin Zheng Xinran Xu 44 55 0 24 Jun 2024
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection Jooyoung Lee Toshini Agrawal Adaku Uchendu Thai V. Le Jinghui Chen Dongwon Lee 31 1 0 24 Jun 2024
Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li Siyu Miao Heyan Huang Yang Gao 46 3 0 21 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
SumHiS: Extractive Summarization Exploiting Hidden Structure Tikhonov Pavel Anastasiya Ianina Valentin Malykh 31 1 0 12 Jun 2024
Simple and Effective Masked Diffusion Language Models S. Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 53 70 0 11 Jun 2024
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization Xiaobo Guo Jay Desai Srinivasan H. Sengamedu AI4TS 43 0 0 28 May 2024
SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself Jun Gao Ziqiang Cao Wenjie Li 30 4 0 27 May 2024
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level Chenlong Zhao Xiwen Zhou Xiaopeng Xie Yong Zhang 26 3 0 16 May 2024
Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers Alena Tsanda E. Bruches 34 0 0 13 May 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 33 3 0 10 May 2024
OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources Martin Docekal Martin Fajcik Pavel Smrz VLM 35 0 0 03 May 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization Dongqi Pu Vera Demberg 38 5 0 01 May 2024
Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity Tyler Griggs Xiaoxuan Liu Jiaxiang Yu Doyoung Kim Wei-Lin Chiang Alvin Cheung Ion Stoica 54 15 0 22 Apr 2024
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Taojun Hu Xiao-Hua Zhou ELM 41 12 0 14 Apr 2024
Select and Summarize: Scene Saliency for Movie Script Summarization Rohit Saxena Frank Keller 32 2 0 04 Apr 2024
Uncertainty in Language Models: Assessment through Rank-Calibration Xinmeng Huang Shuo Li Mengxin Yu Matteo Sesia Hamed Hassani Insup Lee Osbert Bastani Yan Sun 35 16 0 04 Apr 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 28 1 0 27 Mar 2024
SciNews: From Scholarly Complexities to Public Narratives -- A Dataset for Scientific News Report Generation Dongqi Pu Yifan Wang Jia E. Loy Vera Demberg 29 6 0 26 Mar 2024
DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation Xinyu Ning Yutong Zhao Yitong Liu Hongwen Yang VLM 32 1 0 26 Mar 2024
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents Nan Zhang Connor T. Heaton Sean Timothy Okonsky Prasenjit Mitra H. E. Toraman 33 1 0 23 Mar 2024
LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers Abdur Rahman Bin Md Faizullah Ashok Urlana Rahul Mishra 33 3 0 22 Mar 2024
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps Ruixuan Liu Tianhao Wang Yang Cao Li Xiong AAML SILM 56 15 0 14 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 26 11 0 08 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 68 80 0 05 Mar 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal Nitin Kedia Ashish Panwar Jayashree Mohan Nipun Kwatra Bhargav S. Gulavani Alexey Tumanov Ramachandran Ramjee 52 161 0 04 Mar 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 32 9 0 27 Feb 2024
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Xiuying Chen Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 80 2 0 22 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 70 4 0 20 Feb 2024
`Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory Ronald Cardenas Matthias Shen Shay B. Cohen 23 0 0 16 Feb 2024
Investigating Consistency in Query-Based Meeting Summarization: A Comparative Study of Different Embedding Methods Jia-Chen Chen Guillem Senabre Allane Caron RALM 20 0 0 10 Feb 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains S. Ramprasad Kundan Krishna Zachary Chase Lipton Byron C. Wallace HILM 49 6 0 05 Feb 2024
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres Jessica Lin Amir Zeldes 35 4 0 31 Jan 2024
LOCOST: State-Space Models for Long Document Abstractive Summarization Florian Le Bronnec Song Duong Mathieu Ravaut Alexandre Allauzen Nancy F. Chen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari 48 8 0 31 Jan 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? Marcio Fonseca Shay B. Cohen 39 10 0 18 Jan 2024
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models Jiaheng Liu Zhiqi Bai Yuanxing Zhang Chenchen Zhang Yu Zhang ... Wenbo Su Tiezheng Ge Jie Fu Wenhu Chen Bo Zheng 45 8 0 13 Jan 2024
VADIS -- a VAriable Detection, Interlinking and Summarization system Yavuz Selim Kartal Muhammad Ahsan Shahid Sotaro Takeshita Tornike Tsereteli Andrea Zielinski Benjamin Zapilko Philipp Mayr 17 1 0 20 Dec 2023
Prompting LLMs with content plans to enhance the summarization of scientific articles Aldan Creo Manuel Lama J. Vidal 8 3 0 13 Dec 2023
SCCA: Shifted Cross Chunk Attention for long contextual semantic expansion Yuxiang Guo 17 0 0 12 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 69 31 0 07 Dec 2023
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking Karanpartap Singh James Zou WaLM 110 9 0 04 Dec 2023
DisCGen: A Framework for Discourse-Informed Counterspeech Generation Sabit Hassan Malihe Alikhani 40 13 0 29 Nov 2023
The Open Review-Based (ORB) dataset: Towards Automatic Assessment of Scientific Papers and Experiment Proposals in High-Energy Physics Jaroslaw Szumega L. Bougueroua B. Gkotse P. Jouvelot F. Ravotti 19 0 0 29 Nov 2023
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Z Li ELM LM&MA 28 3 0 28 Nov 2023