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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and
  Beyond
v1v2v3v4v5 (latest)

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

19 February 2016
Ramesh Nallapati
Bowen Zhou
Cicero Nogueira dos Santos
Çağlar Gülçehre
Bing Xiang
    AIMat
ArXiv (abs)PDFHTML

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

50 / 1,164 papers shown
Counterfactual Simulatability of LLM Explanations for Generation Tasks
Counterfactual Simulatability of LLM Explanations for Generation Tasks
Marvin Limpijankit
Yanda Chen
Melanie Subbiah
Nicholas Deas
Kathleen McKeown
LRM
209
1
0
27 May 2025
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
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
191
1
0
22 May 2025
Enhancing Abstractive Summarization of Scientific Papers Using Structure Information
Enhancing Abstractive Summarization of Scientific Papers Using Structure InformationExpert systems with applications (ESWA), 2024
Tong Bao
Heng Zhang
Chengzhi Zhang
408
7
0
20 May 2025
Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUs
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
181
1
0
20 May 2025
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting
A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting
Lhuqita Fazry
VLM
447
0
0
11 May 2025
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization
Ajwad Abrar
Farzana Tabassum
Sabbir Ahmed
LM&MAELMAI4MH
328
3
0
08 May 2025
Scaling Laws for Speculative Decoding
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
345
1
0
08 May 2025
Sentence Embeddings as an intermediate target in end-to-end summarisation
Sentence Embeddings as an intermediate target in end-to-end summarisation
Maciej Zembrzuski
Saad Mahamood
267
0
0
06 May 2025
PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding
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
934
2
0
02 May 2025
Rethinking Memory in LLM based Agents: Representations, Operations, and Emerging Topics
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
KELMMU
671
17
0
01 May 2025
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
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
492
19
0
24 Apr 2025
Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
Xiang Hu
Jiaqi Leng
Jun Zhao
Kewei Tu
Wei Wu
Mamba
434
1
0
23 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction
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
625
13
0
21 Apr 2025
Learning to Attribute with Attention
Learning to Attribute with Attention
Benjamin Cohen-Wang
Yung-Sung Chuang
Aleksander Madry
312
5
0
18 Apr 2025
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Model
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
292
1
0
18 Apr 2025
KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
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
374
0
0
14 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving
Avinash Kumar
Shashank Nag
Jason Clemons
L. John
Poulami Das
466
1
0
14 Apr 2025
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
Hossein Entezari Zarch
Lei Gao
Chaoyi Jiang
Murali Annavaram
LRM
295
3
0
08 Apr 2025
PreSumm: Predicting Summarization Performance Without Summarizing
PreSumm: Predicting Summarization Performance Without SummarizingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Steven Koniaev
Ori Ernst
Jackie Chi Kit Cheung
215
2
0
07 Apr 2025
WikiVideo: Article Generation from Multiple Videos
WikiVideo: Article Generation from Multiple Videos
Alexander Martin
Reno Kriz
William Walden
Kate Sanders
Hannah Recknor
Eugene Yang
Francis Ferraro
Benjamin Van Durme
DiffMVGen
438
3
0
01 Apr 2025
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback
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
OffRLLRM
237
1
0
27 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models
Suhas G Hegde
S. K
Aruna Tiwari
300
1
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25 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization
Hao Mark Chen
S. Hu
Wayne Luk
Timothy M. Hospedales
Hongxiang Fan
MoMe
472
3
0
16 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
Ivan Kartáč
Mateusz Lango
Ondrej Dusek
ELM
373
5
0
14 Mar 2025
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring
Kezia Oketch
John P. Lalor
Yi Yang
Ahmed Abbasi
ELM
179
6
0
14 Mar 2025
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
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
431
4
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
231
1
0
13 Mar 2025
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference
Mohammad Siavashi
Faezeh Keshmiri Dindarloo
Dejan Kostic
Marco Chiesa
MoEVLM
167
0
0
13 Mar 2025
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation
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
265
1
0
11 Mar 2025
Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users
Mehmet Samet Duran
Tevfik Aytekin
245
1
0
10 Mar 2025
AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving
AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving
Kaiyu Huang
Yu Wang
Zhubo Shi
Han Zou
Minchen Yu
Qingjiang Shi
LRM
295
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
378
2
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05 Mar 2025
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence Generation
FourierNAT: A Fourier-Mixing-Based Non-Autoregressive Transformer for Parallel Sequence GenerationInternational Journal of Complexity in Applied Science and Technology (IJCAST), 2025
Andrew Kiruluta
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Andreas Lemos
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328
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LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
Zhibin Lan
Liqiang Niu
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Jinsong Su
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294
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EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
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Yuhui Li
Fangyun Wei
Chao Zhang
Hongyang R. Zhang
605
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Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
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
BDLLRM
503
38
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03 Mar 2025
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting
Kai Lv
Honglin Guo
Qipeng Guo
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308
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Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
Tohida Rehman
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Kuntal Das
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Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs
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Where Are We? Evaluating LLM Performance on African Languages
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Nahom Tesfu Ghebremichael
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Muhammad Abdul-Mageed
356
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CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter
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Yepeng Weng
Dianwen Mei
Huishi Qiu
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GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
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Yingjian Chen
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James Caverlee
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579
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OrderSum: Semantic Sentence Ordering for Extractive Summarization
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142
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On Synthesizing Data for Context Attribution in Question Answering
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CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization
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C2T: A Classifier-Based Tree Construction Method in Speculative Decoding
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193
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DiSCo: Device-Server Collaborative LLM-Based Text Streaming Services
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