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
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 38 55 0 21 Nov 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 39 1 0 16 Nov 2023
Non-Parametric Memory Guidance for Multi-Document Summarization Florian Baud Alex Aussem RALM 19 0 0 14 Nov 2023
Fovea Transformer: Efficient Long-Context Modeling with Structured Fine-to-Coarse Attention Ziwei He Jian Yuan Le Zhou Jingwen Leng Bo Jiang 35 1 0 13 Nov 2023
Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform Daniele Giofré Sneha Ghantasala AILaw 29 0 0 09 Nov 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts? Jiaqi Li Mengmeng Wang Zilong Zheng Muhan Zhang ELM RALM 37 107 0 08 Nov 2023
Citance-Contextualized Summarization of Scientific Papers S. Syed Ahmad Dawar Hakimi Khalid Al Khatib Martin Potthast 27 4 0 04 Nov 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 24 0 0 01 Nov 2023
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition Chenxu Wang Ping Jian Mu Huang 11 5 0 01 Nov 2023
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models Wai-Chung Kwan Xingshan Zeng Yufei Wang Yusen Sun Liangyou Li Lifeng Shang Qun Liu Kam-Fai Wong ELM 97 10 0 30 Oct 2023
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers Chen Tang Shunyu Wang Tomas Goldsack Chenghua Lin 32 17 0 24 Oct 2023
'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Science Journalism Ronald Cardenas Bingsheng Yao Dakuo Wang Yufang Hou 19 0 0 23 Oct 2023
Extending Input Contexts of Language Models through Training on Segmented Sequences Petros Karypis Julian McAuley George Karypis 32 0 0 23 Oct 2023
Chainpoll: A high efficacy method for LLM hallucination detection Robert Friel Atindriyo Sanyal LRM HILM 34 26 0 22 Oct 2023
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization Seonglae Cho Yonggi Cho HoonJae Lee Myungha Jang Jinyoung Yeo Dongha Lee 27 0 0 21 Oct 2023
Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer Qingru Zhang Dhananjay Ram Cole Hawkins Sheng Zha Tuo Zhao 29 15 0 19 Oct 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Chenyu You 36 13 0 16 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection Pengyu Wang Linyang Li Ke Ren Botian Jiang Dong Zhang Xipeng Qiu DeLMO 26 51 0 13 Oct 2023
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 21 106 0 01 Oct 2023
Hallucination Reduction in Long Input Text Summarization Gregor Lenz Ronit Mandal Abhishek Agarwal Debarshi Kumar Sanyal HILM 21 9 0 28 Sep 2023
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models Zican Dong Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen RALM ALM 33 33 0 23 Sep 2023
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation Jennifer A Bishop Qianqian Xie Sophia Ananiadou HILM 19 9 0 21 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 13 0 0 19 Sep 2023
Less is More for Long Document Summary Evaluation by LLMs Yunshu Wu Hayate Iso Pouya Pezeshkpour Nikita Bhutani Estevam R. Hruschka 16 34 0 14 Sep 2023
Unsupervised Multi-document Summarization with Holistic Inference Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 21 3 0 08 Sep 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 40 7 0 25 Aug 2023
ALens: An Adaptive Domain-Oriented Abstract Writing Training Tool for Novice Researchers Chen Cheng Ziang Li Zhenhui Peng Quan Li 24 0 0 08 Aug 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 39 201 0 24 Jul 2023
FDAPT: Federated Domain-adaptive Pre-training for Language Models Lekang Jiang F. Svoboda Nicholas D. Lane FedML AI4CE 72 4 0 12 Jul 2023
Named Entity Inclusion in Abstractive Text Summarization S. Berezin Tatiana Batura 39 7 0 05 Jul 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? Junda Wang Zonghai Yao Avijit Mitra Samuel Osebe Zhichao Yang Hongfeng Yu LM&MA MedIm 29 13 0 29 Jun 2023
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations Dongyu Ru Lin Qiu Xipeng Qiu Yue Zhang Zheng Zhang 39 3 0 19 Jun 2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness David Demeter Oshin Agarwal Simon Ben Igeri Marko Sterbentz Neil P. Molino John M. Conroy A. Nenkova 21 1 0 18 Jun 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 109 210 0 15 Jun 2023
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Alessandro Sciré Simone Conia Simone Ciciliano Roberto Navigli VLM 16 5 0 07 Jun 2023
ACI-BENCH: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation Wen-wai Yim Yujuan Fu Asma Ben Abacha Neal Snider Thomas Lin Meliha Yetisgen 19 77 0 03 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 23 9 0 01 Jun 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 16 9 0 31 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 25 0 0 28 May 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 37 21 0 26 May 2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting Lei Shu Liangchen Luo Jayakumar Hoskere Yun Zhu Canoee Liu Simon Tong Jindong Chen Lei Meng KELM LRM 35 44 0 25 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 33 0 0 24 May 2023
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content Shuyang Cao Lu Wang 30 5 0 24 May 2023
Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model Yinghan Long Sayeed Shafayet Chowdhury Kaushik Roy 40 1 0 24 May 2023
NarrativeXL: A Large-scale Dataset For Long-Term Memory Models A. Moskvichev Ky-Vinh Mai RALM 18 1 0 23 May 2023
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints Joshua Ainslie James Lee-Thorp Michiel de Jong Yury Zemlyanskiy Federico Lebrón Sumit Sanghai 24 581 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 19 10 0 22 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 37 0 0 18 May 2023