语言大模型 / LLM - arXivDaily 专题

1803.10769 2018-03-30 cs.CY cs.HC cs.LG 57%

Network Traffic Anomaly Detection Using Recurrent Neural Networks

Benjamin J. Radford, Leonardo M. Apolonio, Antonio J. Trias, Jim A. Simpson

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

Comments Prepared for the 2017 National Symposium on Sensor and Data Fusion

1803.10109 2018-03-28 cs.SD cs.LG eess.AS 57%

Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline

Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu, Shinji Watanabe

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

Comments Submitted for Interspeech 2018

1803.10049 2018-03-28 cs.LG stat.ML 57%

Fast Parametric Learning with Activation Memorization

Jack W Rae, Chris Dyer, Peter Dayan, Timothy P Lillicrap

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

1803.05030 2018-03-15 cs.NE cs.CL 57%

Deep-FSMN for Large Vocabulary Continuous Speech Recognition

Shiliang Zhang, Ming Lei, Zhijie Yan, Lirong Dai

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

1703.09137 2018-03-15 cs.NE cs.CL cs.CV 57%

Where to put the Image in an Image Caption Generator

Marc Tanti, Albert Gatt, Kenneth P. Camilleri

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Accepted in JNLE Special Issue: Language for Images (24.3) (expanded with content that was removed from journal paper in order to reduce number of pages), 28 pages, 5 figures, 6 tables

1802.10542 2018-03-01 stat.ML cs.LG 57%

Memory-based Parameter Adaptation

Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

Comments Published as a conference paper at ICLR 2018

1707.07167 2018-02-14 cs.CL cs.SD 57%

Attention-Based End-to-End Speech Recognition on Voice Search

Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

1802.03816 2018-02-13 cs.CL 57%

Understanding Recurrent Neural State Using Memory Signatures

Skanda Koppula, Khe Chai Sim, Kean Chin

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Accepted to 2018 IEEE International Conference on Acoustics, Speech and Signal Processing

1707.04848 2018-02-07 cs.CL 57%

Do Neural Nets Learn Statistical Laws behind Natural Language?

Shuntaro Takahashi, Kumiko Tanaka-Ishii

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 21 pages, 11 figures

1801.08831 2018-01-29 cs.CL 57%

A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

Shamil Chollampatt, Hwee Tou Ng

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 8 pages, 3 figures, In Proceedings of AAAI 2018

1712.03903 2017-12-12 cs.CL cs.CY 57%

A Novel Way of Identifying Cyber Predators

Dan Liu, Ching Yee Suen, Olga Ormandjieva

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 6 pages

1710.09537 2017-10-27 cs.LG cs.NE stat.ML 57%

Rotational Unit of Memory

Rumen Dangovski, Li Jing, Marin Soljacic

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

1707.01662 2017-07-07 cs.CL 57%

An Embedded Deep Learning based Word Prediction

Seunghak Yu, Nilesh Kulkarni, Haejun Lee, Jihie Kim

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 5 pages, 3 figures, EMNLP 2017 submitted

1611.01368 2016-11-07 cs.CL 57%

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

Tal Linzen, Emmanuel Dupoux, Yoav Goldberg

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 15 pages; to appear in Transactions of the Association for Computational Linguistics

1610.09027 2016-10-31 cs.LG 57%

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Jack W Rae, Jonathan J Hunt, Tim Harley, Ivo Danihelka, Andrew Senior, Greg Wayne, Alex Graves, Timothy P Lillicrap

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

Comments in 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain

1604.08633 2016-09-27 cs.CL 57%

Word Ordering Without Syntax

Allen Schmaltz, Alexander M. Rush, Stuart M. Shieber

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments EMNLP 2016

1601.06733 2016-09-22 cs.CL cs.NE 57%

Long Short-Term Memory-Networks for Machine Reading

Jianpeng Cheng, Li Dong, Mirella Lapata

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Published as a conference paper at EMNLP 2016

1604.08242 2016-06-23 cs.CL 57%

The IBM 2016 English Conversational Telephone Speech Recognition System

George Saon, Tom Sercu, Steven Rennie, Hong-Kwang J. Kuo

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Submitted to Interspeech 2016

1604.06274 2016-06-23 cs.CL 57%

Chinese Song Iambics Generation with Neural Attention-based Model

Qixin Wang, Tianyi Luo, Dong Wang, Chao Xing

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

1606.04631 2016-06-16 cs.MM cs.CL 57%

Bidirectional Long-Short Term Memory for Video Description

Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 5 pages

1605.00064 2016-05-03 cs.NE cs.AI 57%

Higher Order Recurrent Neural Networks

Rohollah Soltani, Hui Jiang

专题命中长上下文与记忆：language model(abstract)；分类 cs.AI

Comments 9 pages

1511.02301 2016-04-04 cs.CL 57%

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations

Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

1503.08895 2015-11-25 cs.NE cs.CL 57%

End-To-End Memory Networks

Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Accepted to NIPS 2015

1509.06103 2015-09-22 cs.SD cs.CL 57%

Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge

Xiaofei Wang, Chao Wu, Pengyuan Zhang, Ziteng Wang, Yong Liu, Xu Li, Qiang Fu, Yonghong Yan

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 5 pages, 1 figure

1508.03790 2015-08-26 cs.NE cs.CL 57%

Depth-Gated LSTM

Kaisheng Yao, Trevor Cohn, Katerina Vylomova, Kevin Duh, Chris Dyer

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Content presented in 2015 Jelinek Summer Workshop on Speech and Language Technology on August 14th 2015

1506.00196 2015-08-21 cs.CL 57%

Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion

Kaisheng Yao, Geoffrey Zweig

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments Published in INTERSPEECH 2015, Dresden, Germany

1502.02367 2015-06-18 cs.NE cs.LG stat.ML 57%

Gated Feedback Recurrent Neural Networks

Junyoung Chung, Caglar Gulcehre, Kyunghyun Cho, Yoshua Bengio

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

Comments 9 pages, removed appendix

1412.7753 2015-04-20 cs.NE cs.LG 57%

Learning Longer Memory in Recurrent Neural Networks

Tomas Mikolov, Armand Joulin, Sumit Chopra, Michael Mathieu, Marc'Aurelio Ranzato

专题命中长上下文与记忆：language model(abstract)；分类 cs.LG

cmp-lg/9705010 2009-11-30 cmp-lg cs.CL 57%

Memory-Based Learning: Using Similarity for Smoothing

Jakub Zavrel, Walter Daelemans

专题命中长上下文与记忆：language model(abstract)；分类 cs.CL

Comments 8 pages, uses aclap.sty, To appear in Proc. ACL/EACL 97

2606.21398 2026-06-23 cs.RO 新提交 56%

BIT-Nav: Brain-Inspired Trajectory Memory for Embodied Navigation

BIT-Nav: 具身导航的脑启发轨迹记忆

Rithvik Jonna, Aakash Gurram, Man Namgung, Wyatt Mackey, Tinoosh Mohsenin

机构 * Johns Hopkins University（约翰霍普金斯大学）； DEVCOM Army Research Laboratory（DEVCOM陆军研究实验室）

专题命中长上下文与记忆：language model(abstract)；LLM(comments)

AI总结提出BIT-Nav框架，通过轻量级学习轨迹记忆增强冻结的视觉-语言模型导航，解决长序列中帧采样稀疏问题，以恒定token成本编码结构化运动历史。

Comments Accepted to CVPR 2026: 2nd Workshop on 3D-LLM/VLA: Bridging Language, Vision and Action in 3D Environments

1. 长上下文与记忆 4789 篇

Network Traffic Anomaly Detection Using Recurrent Neural Networks

Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline

Fast Parametric Learning with Activation Memorization

Deep-FSMN for Large Vocabulary Continuous Speech Recognition

Where to put the Image in an Image Caption Generator

Memory-based Parameter Adaptation

Attention-Based End-to-End Speech Recognition on Voice Search

Understanding Recurrent Neural State Using Memory Signatures

Do Neural Nets Learn Statistical Laws behind Natural Language?

A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

A Novel Way of Identifying Cyber Predators

Rotational Unit of Memory

An Embedded Deep Learning based Word Prediction

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes

Word Ordering Without Syntax

Long Short-Term Memory-Networks for Machine Reading

The IBM 2016 English Conversational Telephone Speech Recognition System

Chinese Song Iambics Generation with Neural Attention-based Model

Bidirectional Long-Short Term Memory for Video Description

Higher Order Recurrent Neural Networks

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations

End-To-End Memory Networks

Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge

Depth-Gated LSTM

Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion

Gated Feedback Recurrent Neural Networks

Learning Longer Memory in Recurrent Neural Networks

Memory-Based Learning: Using Similarity for Smoothing

BIT-Nav: Brain-Inspired Trajectory Memory for Embodied Navigation