HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization

21 March 2022

Papers citing "HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization"

22 / 22 papers shown

Title
StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training Kaustubh Ponkshe Venkatapathy Subramanian Natwar Modani Ganesh Ramakrishnan 126 0 0 25 Nov 2024
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Taiji Li Zhi Li Yin Zhang HILM 154 12 0 31 Jul 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 123 1 0 11 Jul 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization Dongqi Pu Vera Demberg 196 6 0 01 May 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 107 1 0 02 Apr 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 177 199 0 31 Jan 2024
Document Structure in Long Document Transformers Jan Buchmann Max Eichler Jan-Micha Bodensohn Ilia Kuznetsov Iryna Gurevych 68 3 0 31 Jan 2024
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 98 10 0 22 Nov 2023
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Yu Lu Liu Meng Cao Su Lin Blodgett Jackie Chi Kit Cheung Alexandra Olteanu Adam Trischler 107 2 0 18 Nov 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 92 9 0 01 Jun 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 124 23 0 26 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 97 0 0 24 May 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 99 12 0 22 May 2023
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation Miao Li Eduard H. Hovy Jey Han Lau 160 19 0 02 May 2023
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework Bin Wang Xinnian Liang Jian Yang Huijia Huang Shuangzhi Wu Peihao Wu Lu Lu Zejun Ma Zhoujun Li LLMAG KELM RALM 182 33 0 26 Apr 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 198 61 0 28 Feb 2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Laura Nguyen Thomas Scialom Benjamin Piwowarski Jacopo Staiano 90 13 0 26 Jan 2023
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 156 50 0 01 Jul 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 110 19 0 25 May 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 165 49 0 23 May 2022
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 85 7 0 10 Dec 2021
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 206 285 0 30 Oct 2019