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
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting Lhuqita Fazry VLM 35 0 0 11 May 2025
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection Deanna Emery Michael Goitia Freddie Vargus Iulia Neagu HILM VLM 58 0 0 01 May 2025
Evaluating and Mitigating Bias in AI-Based Medical Text Generation Xiuying Chen Tairan Wang Juexiao Zhou Zirui Song Xin Gao Xuzhi Zhang MedIm 42 1 0 24 Apr 2025
Never Start from Scratch: Expediting On-Device LLM Personalization via Explainable Model Selection Haoming Wang Boyuan Yang Xiangyu Yin Wei Gao 33 0 0 15 Apr 2025
SLOs-Serve: Optimized Serving of Multi-SLO LLMs Siyuan Chen Zhipeng Jia S. Khan Arvind Krishnamurthy Phillip B. Gibbons 29 2 0 05 Apr 2025
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback Taewon Yun Jihwan Oh Hyangsuk Min Yuho Lee Jihwan Bang Jason (Jinglun) Cai Hwanjun Song OffRL LRM 39 0 0 27 Mar 2025
Understanding and Improving Information Preservation in Prompt Compression for LLMs Weronika Łajewska Momchil Hardalov Laura Aina Neha Anna John Hang Su Lluís Marquez 65 0 0 24 Mar 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set Florian Eichin Yong-Jin Liu Barbara Plank Michael A. Hedderich 39 0 0 13 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han S. Sahoo Volodymyr Kuleshov DiffM 72 5 0 12 Mar 2025
Seesaw: High-throughput LLM Inference via Model Re-sharding Qidong Su Wei Zhao X. Li Muralidhar Andoorveedu Chenhao Jiang Zhanda Zhu Kevin Song Christina Giannoula Gennady Pekhimenko LRM 77 0 0 09 Mar 2025
Fine-Grained Evaluation for Implicit Discourse Relation Recognition Xinyi Cai 37 0 0 07 Mar 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning Zhibin Lan Liqiang Niu Fandong Meng Jie Zhou Jinsong Su VLM 69 1 0 04 Mar 2025
Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs Christoph Schuhmann Gollam Rabby Ameya Prabhu Tawsif Ahmed Andreas Hochlehnert ... Ludwig Schmidt R. Kaczmarczyk Sören Auer J. Jitsev Matthias Bethge 82 0 0 26 Feb 2025
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks Maike Züfle Sara Papi Beatrice Savoldi Marco Gaido L. Bentivogli Jan Niehues 43 0 0 24 Feb 2025
OrderSum: Semantic Sentence Ordering for Extractive Summarization Taewan Kwon Sangyong Lee 41 0 0 22 Feb 2025
Scalable Language Models with Posterior Inference of Latent Thought Vectors Deqian Kong Minglu Zhao Dehong Xu Bo Pang Shu Wang ... Zhangzhang Si Chuan Li Jianwen Xie Sirui Xie Ying Nian Wu VLM LRM BDL 83 5 0 03 Feb 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 195 1 0 03 Feb 2025
Learning to Summarize from LLM-generated Feedback Hwanjun Song Taewon Yun Yuho Lee Jihwan Oh Gihun Lee Jason (Jinglun) Cai Hang Su 73 2 0 28 Jan 2025
KVDirect: Distributed Disaggregated LLM Inference Shiyang Chen Rain Jiang Dezhi Yu Jinlai Xu Mengyuan Chao Fanlong Meng Chenyu Jiang Wei Xu Hang Liu 42 1 0 28 Jan 2025
AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding Zikun Li Zhuofu Chen Remi Delacourt Gabriele Oliaro Zeyu Wang ... Zhuoming Chen Sean Lai Xupeng Miao Xupeng Miao Zhihao Jia 53 6 0 21 Jan 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs Jiaxing Wu Lin Ning Luyang Liu Harrison Lee Neo Wu Chao Wang Sushant Prakash S. O’Banion Bradley Green Jun Xie 71 1 0 20 Jan 2025
Generative Retrieval for Book search Yubao Tang Ruqing Zhang J. Guo Maarten de Rijke Shihao Liu S. Wang Dawei Yin Xueqi Cheng RALM 31 0 0 19 Jan 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location Ting Sun Penghan Wang Fan Lai 148 1 0 15 Jan 2025
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 82 1 0 03 Jan 2025
Revisiting In-Context Learning with Long Context Language Models Jinheon Baek Sun Jae Lee Prakhar Gupta Geunseob Oh Siddharth Dalmia 182 1 0 22 Dec 2024
Learning to Verify Summary Facts with Fine-Grained LLM Feedback Jihwan Oh J. Choi Nicole Hee-Yeon Kim Taewon Yun Hwanjun Song SyDa ALM HILM 73 1 0 14 Dec 2024
Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark Jianyou Wang Weili Cao Longtian Bao Youze Zheng Gil Pasternak Kaicheng Wang Xiaoyue Wang R. Paturi Leon Bergen 64 0 0 28 Nov 2024
Revisiting the Robustness of Watermarking to Paraphrasing Attacks Saksham Rastogi Danish Pruthi WaLM AAML 38 1 0 08 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 49 0 0 07 Nov 2024
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation Ian Poey Jiajun Liu Qishuai Zhong Adrien Chenailler 60 0 0 06 Nov 2024
On Positional Bias of Faithfulness for Long-form Summarization David Wan Jesse Vig Joey Tianyi Zhou Shafiq R. Joty HILM 53 3 0 31 Oct 2024
Energy-Based Diffusion Language Models for Text Generation Minkai Xu Tomas Geffner Karsten Kreis Weili Nie Yilun Xu J. Leskovec Stefano Ermon Arash Vahdat DiffM 46 7 0 28 Oct 2024
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization M. Bugueño Hazem Abou Hamdan Gerard de Melo 27 0 0 25 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 26 1 0 21 Oct 2024
Coherence-Driven Multimodal Safety Dialogue with Active Learning for Embodied Agents Sabit Hassan Hye-Young Chung Xiang Zhi Tan Malihe Alikhani 50 0 0 18 Oct 2024
Extra Global Attention Designation Using Keyword Detection in Sparse Transformer Architectures Evan Lucas Dylan Kangas Timothy C Havens 26 0 0 11 Oct 2024
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data David Heurtel-Depeiges Anian Ruoss Joel Veness Tim Genewein 25 1 0 07 Oct 2024
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models Lemei Zhang Peng Liu Marcus Tiedemann Oekland Henriksboe Even W. Lauvrak J. Gulla Heri Ramampiaro 29 1 0 04 Oct 2024
Efficiently Identifying Watermarked Segments in Mixed-Source Texts Xuandong Zhao Chenwen Liao Yu-Xiang Wang Lei Li WaLM 47 0 0 04 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 29 0 0 03 Oct 2024
Adaptively Private Next-Token Prediction of Large Language Models James Flemings Meisam Razaviyayn Murali Annavaram 32 0 0 02 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 33 0 0 29 Sep 2024
On the Implicit Relation Between Low-Rank Adaptation and Differential Privacy Saber Malekmohammadi G. Farnadi 24 2 0 26 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 45 11 0 24 Sep 2024
Traceable Text: Deepening Reading of AI-Generated Summaries with Phrase-Level Provenance Links Hita Kambhamettu Jamie Flores Andrew Head 23 0 0 19 Sep 2024
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework Yuping Wu Hao Li Hongbo Zhu Goran Nenadic Xiao-Jun Zeng 26 0 0 18 Sep 2024
Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning Essa Jan Nouar Aldahoul Moiz Ali Faizan Ahmad Fareed Zaffar Yasir Zaki 29 3 0 18 Sep 2024
Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization Léo Hemamou Mehdi Debiane 33 2 0 28 Aug 2024
CTISum: A New Benchmark Dataset For Cyber Threat Intelligence Summarization Wei Peng Junmei Ding Wei Wang Lei Cui Wei Cai Zhiyu Hao Xiaochun Yun 18 1 0 13 Aug 2024
Summarization of Investment Reports Using Pre-trained Model Hiroki Sakaji Ryotaro Kobayashi Kiyoshi Izumi Hiroyuki Mitsugi Wataru Kuramoto 33 0 0 03 Aug 2024