Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,102 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
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization Ajwad Abrar Farzana Tabassum Sabbir Ahmed LM&MA ELM AI4MH 43 0 0 08 May 2025
Scaling Laws for Speculative Decoding Siyuan Yan Mo Zhu Guo-qing Jiang Jianfei Wang Jiaxing Chen ... Xiang Liao Xiao Cui Chen Zhang Zhuoran Song Ran Zhu LRM 45 0 0 08 May 2025
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 42 0 0 06 May 2025
PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding Bradley McDanel S. Zhang Y. Hu Zining Liu MoE 116 0 0 02 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 78 2 0 01 May 2025
Energy Considerations of Large Language Model Inference and Efficiency Optimizations Jared Fernandez Clara Na Vashisth Tiwari Yonatan Bisk Sasha Luccioni Emma Strubell 41 0 0 24 Apr 2025
Random Long-Context Access for Mamba via Hardware-aligned Hierarchical Sparse Attention Xiang Hu Jiaqi Leng Jun Zhao Kewei Tu Wei Wu Mamba 50 0 0 23 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 36 0 0 21 Apr 2025
Learning to Attribute with Attention Benjamin Cohen-Wang Yung-Sung Chuang Aleksander Madry 30 0 0 18 Apr 2025
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Model Grace Byun Jinho D. Choi EGVM 46 0 0 18 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 31 0 0 14 Apr 2025
KeepKV: Eliminating Output Perturbation in KV Cache Compression for Efficient LLMs Inference Yuxuan Tian Zihan Wang Yebo Peng Aomufei Yuan Zekun Wang Bairen Yi Xin Liu Yong Cui Tong Yang 37 0 0 14 Apr 2025
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding Hossein Entezari Zarch Lei Gao Chaoyi Jiang Murali Annavaram LRM 31 0 0 08 Apr 2025
PreSumm: Predicting Summarization Performance Without Summarizing Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 31 0 0 07 Apr 2025
WikiVideo: Article Generation from Multiple Videos Alexander Martin Reno Kriz William Walden Kate Sanders Hannah Recknor Eugene Yang Francis Ferraro Benjamin Van Durme DiffM VGen 59 1 0 01 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
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 59 0 0 25 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 72 0 0 16 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 49 1 0 14 Mar 2025
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding Jiajun Li Yixing Xu Haiduo Huang Xuanwu Yin D. Li Edith C. -H. Ngai E. Barsoum 56 0 0 13 Mar 2025
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference Mohammad Siavashi Faezeh Keshmiri Dindarloo Dejan Kostić Marco Chiesa MoE VLM 40 0 0 13 Mar 2025
ARLED: Leveraging LED-based ARMAN Model for Abstractive Summarization of Persian Long Documents Samira Zangooei Amirhossein Darmani Hossein Farahmand Nezhad Laya Mahmoudi 42 0 0 13 Mar 2025
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation Yu Wang Jiaxin Zhang Xiang Gao Wendi Cui Peng Li Kamalika Das 46 0 0 11 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 55 0 0 10 Mar 2025
SpecServe: Efficient and SLO-Aware Large Language Model Serving with Adaptive Speculative Decoding Kaiyu Huang Yu Wang Zhubo Shi Han Zou Minchen Yu Qingjiang Shi LRM 36 1 0 07 Mar 2025
RASD: Retrieval-Augmented Speculative Decoding Guofeng Quan Wenfeng Feng Chuzhan Hao Guochao Jiang Yuewei Zhang Hao Wang RALM 77 1 0 05 Mar 2025
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation Andrew Kiruluta Eric Lundy Andreas Lemos AI4TS 44 0 0 04 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
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding Yishuo Wang Pei Zhang Siyuan Huang Baosong Yang Z. Zhang Fei Huang Rui Wang BDL LRM 64 6 0 03 Mar 2025
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 117 5 0 03 Mar 2025
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting Kai Lv Honglin Guo Qipeng Guo Xipeng Qiu 41 0 0 02 Mar 2025
Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs Yiheng Yang Yujie Wang Chi Ma Lei Yu Emmanuele Chersoni Chu-Ren Huang 79 0 0 26 Feb 2025
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets Tohida Rehman Soumabha Ghosh Kuntal Das Souvik Bhattacharjee Debarshi Kumar Sanyal S. Chattopadhyay 55 0 0 26 Feb 2025
Where Are We? Evaluating LLM Performance on African Languages Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 54 0 0 26 Feb 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen James Caverlee Irene Z Li HILM 48 0 0 23 Feb 2025
OrderSum: Semantic Sentence Ordering for Extractive Summarization Taewan Kwon Sangyong Lee 41 0 0 22 Feb 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization Mst. Fahmida Sultana Naznin Adnan Ibney Faruq Mostafa Rifat Tazwar Md Jobayer Md. Mehedi Hasan Shawon Md Rakibul Hasan MedIm 31 0 0 21 Feb 2025
C2T: A Classifier-Based Tree Construction Method in Speculative Decoding Feiye Huo Jianchao Tan Kaipeng Zhang Xunliang Cai Shengli Sun 44 0 0 20 Feb 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Sukmin Cho S. Choi T. Hwang Jeongyeon Seo Soyeong Jeong Huije Lee Hoyun Song Jong C. Park Youngjin Kwon 51 0 0 08 Feb 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models S. Poddar Paramita Koley Janardan Misra Niloy Ganguly Saptarshi Ghosh Saptarshi Ghosh 61 0 0 08 Feb 2025
BOUQuET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation Omnilingual MT Team Pierre Yves Andrews Mikel Artetxe Mariano Coria Meglioli Marta R. Costa-jussá ... Eduardo Sánchez Ioannis Tsiamas Arina Turkatenko Albert Ventayol-Boada Shireen Yates 102 0 0 06 Feb 2025
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies Nadav Timor Jonathan Mamou Daniel Korat Moshe Berchansky Oren Pereg Gaurav Jain Roy Schwartz Moshe Wasserblat David Harel 86 2 0 31 Jan 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
On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing J. T. Wang Kai Wang Yuhang Zhang Wenjie Zhang Xiwei Xu Xuemin Lin 39 1 0 04 Jan 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 53 0 0 03 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization Shixuan Liu Yanghe Feng Keyu Wu Guangquan Cheng Jincai Huang Zhong Liu CML 59 7 0 27 Dec 2024
A Survey of Calibration Process for Black-Box LLMs Liangru Xie Hui Liu Jingying Zeng Xianfeng Tang Yan Han Chen Luo Jing Huang Zhen Li Suhang Wang Qi He 74 1 0 17 Dec 2024
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation Andrei-Marius Avram Mircea Timpuriu Andreea Iuga Vlad-Cristian Matei Iulian-Marius Taiatu Tudor Găină Dumitru-Clementin Cercel Florin-Catalin Pop Mihaela-Claudia Cercel 87 1 0 15 Dec 2024