v1v2v3v4v5 (latest)

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 / 1,162 papers shown

Title
Counterfactual Simulatability of LLM Explanations for Generation Tasks Marvin Limpijankit Yanda Chen Melanie Subbiah Nicholas Deas Kathleen McKeown LRM 168 1 0 27 May 2025
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization Mingbo Song Heming Xia Jun Zhang Chak Tou Leong Qiancheng Xu Wenjie Li Sujian Li 177 0 0 22 May 2025
Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUs Morgan Lindsay Heisler Linzi Xing Ge Shi Hanieh Sadri Gursimran Singh Weiwei Zhang Tao Ye Ying Xiong Yong Zhang Zhenan Fan 172 1 0 20 May 2025
Enhancing Abstractive Summarization of Scientific Papers Using Structure InformationExpert systems with applications (ESWA), 2024 Tong Bao Heng Zhang Chengzhi Zhang 381 7 0 20 May 2025
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting Lhuqita Fazry VLM 426 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 292 3 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 337 1 0 08 May 2025
Sentence Embeddings as an intermediate target in end-to-end summarisation Maciej Zembrzuski Saad Mahamood 236 0 0 06 May 2025
PipeSpec: Breaking Stage Dependencies in Hierarchical LLM DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bradley McDanel Shanghang Zhang Y. Hu Zining Liu MoE 930 2 0 02 May 2025
Rethinking Memory in LLM based Agents: Representations, Operations, and Emerging Topics Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 645 17 0 01 May 2025
Energy Considerations of Large Language Model Inference and Efficiency OptimizationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jared Fernandez Clara Na Vashisth Tiwari Yonatan Bisk Sasha Luccioni Emma Strubell 477 17 0 24 Apr 2025
Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access Xiang Hu Jiaqi Leng Jun Zhao Kewei Tu Wei Wu Mamba 404 1 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 561 13 0 21 Apr 2025
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Grace Byun Jinho D. Choi EGVM 273 1 0 18 Apr 2025
Learning to Attribute with Attention Benjamin Cohen-Wang Yung-Sung Chuang Aleksander Madry 303 4 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 444 1 0 14 Apr 2025
KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference Yuxuan Tian Zihan Wang Yebo Peng Aomufei Yuan Zhaoxiang Wang Bairen Yi Xin Liu Yong Cui Tong Yang 330 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 277 3 0 08 Apr 2025
PreSumm: Predicting Summarization Performance Without SummarizingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 198 2 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 399 3 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 220 1 0 27 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 273 1 0 25 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Mark Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 416 3 0 16 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 339 5 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 398 4 0 13 Mar 2025
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference Mohammad Siavashi Faezeh Keshmiri Dindarloo Dejan Kostic Marco Chiesa MoE VLM 146 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 189 1 0 13 Mar 2025
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination MitigationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yu Wang Jiaxin Zhang Xiang Gao Wendi Cui Peng Li Kamalika Das 249 1 0 11 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mehmet Samet Duran Tevfik Aytekin 235 1 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 265 10 0 07 Mar 2025
RASD: Retrieval-Augmented Speculative DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Guofeng Quan Wenfeng Feng Chuzhan Hao Guochao Jiang Yuewei Zhang Hao Wang RALM 352 2 0 05 Mar 2025
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence GenerationInternational Journal of Complexity in Applied Science and Technology (IJCAST), 2025 Andrew Kiruluta Eric Lundy Andreas Lemos AI4TS 314 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 283 1 0 04 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 584 83 0 03 Mar 2025
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding Yun Wang Pei Zhang Siyuan Huang Baosong Yang Zizhuo Zhang Fei Huang Rui Wang BDL LRM 444 35 0 03 Mar 2025
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting Kai Lv Honglin Guo Qipeng Guo Xipeng Qiu 281 1 0 02 Mar 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 359 4 0 26 Feb 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 304 1 0 26 Feb 2025
Where Are We? Evaluating LLM Performance on African LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 319 3 0 26 Feb 2025
CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative DrafterAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yepeng Weng Dianwen Mei Huishi Qiu Xujie Chen Li Liu Jiang Tian Peng Wang 617 2 0 24 Feb 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-CheckingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan ... Pengyuan Zhou Peng Yuan Zhou Qingyu Chen James Caverlee Irene Li HILM 563 7 0 23 Feb 2025
OrderSum: Semantic Sentence Ordering for Extractive Summarization Taewan Kwon Sangyong Lee 130 0 0 22 Feb 2025
On Synthesizing Data for Context Attribution in Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Gorjan Radevski Kiril Gashteovski Shahbaz Syed Christopher Malon Sebastien Nicolas ... Masafumi Enomoto Kunihiro Takeoka Masafumi Oyamada Goran Glavaš Carolin (Haas) Lawrence 223 0 0 21 Feb 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Mst. Fahmida Sultana Naznin Adnan Ibney Faruq Mostafa Rifat Tazwar Md Jobayer Md. Mehedi Hasan Shawon Md Rakibul Hasan MedIm 225 0 0 21 Feb 2025
C2T: A Classifier-Based Tree Construction Method in Speculative Decoding Feiye Huo Jianchao Tan Jianchao Tan Xunliang Cai Shengli Sun 187 3 0 20 Feb 2025
DiSCo: Device-Server Collaborative LLM-Based Text Streaming ServicesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ting Sun Penghan Wang Fan Lai 277 3 0 17 Feb 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 S. Poddar Paramita Koley Janardan Misra Niloy Ganguly Saptarshi Ghosh Saptarshi Ghosh 341 5 0 08 Feb 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative DecodingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Sukmin Cho S. Choi T. Hwang Jeongyeon Seo Soyeong Jeong Huije Lee Hoyun Song Jong C. Park Youngjin Kwon 482 4 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 453 1 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 624 9 0 31 Jan 2025