语言大模型 / LLM - arXivDaily 专题

1905.07129 2019-06-05 cs.CL 57%

ERNIE: Enhanced Language Representation with Informative Entities

Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments Accepted by ACL 2019

1906.00238 2019-06-04 cs.CL 57%

Adversarial Generation and Encoding of Nested Texts

Alon Rozental

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1905.10523 2019-05-28 cs.CL 57%

Soft Contextual Data Augmentation for Neural Machine Translation

Jinhua Zhu, Fei Gao, Lijun Wu, Yingce Xia, Tao Qin, Wengang Zhou, Xueqi Cheng, Tie-Yan Liu

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments Accepted by ACL 2019 as short paper

1905.10486 2019-05-28 cs.CL 57%

Designing a Symbolic Intermediate Representation for Neural Surface Realization

Henry Elder, Jennifer Foster, James Barry, Alexander O'Connor

专题命中知识编辑与模型理解：pretraining(abstract)；分类 cs.CL

1905.06316 2019-05-16 cs.CL 57%

What do you learn from context? Probing for sentence structure in contextualized word representations

Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments ICLR 2019 camera-ready version, 17 pages including appendices

1901.08817 2019-05-08 cs.LG stat.ML 57%

State-Regularized Recurrent Neural Networks

Cheng Wang, Mathias Niepert

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.LG

Comments to appear at ICML2019, 20 pages

1902.09697 2019-03-20 cs.CL 57%

Polyglot Contextual Representations Improve Crosslingual Transfer

Phoebe Mulcaire, Jungo Kasai, Noah A. Smith

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments NAACL 2019

1812.10901 2018-12-31 cs.CL 57%

Knowledge Representation Learning: A Quantitative Review

Yankai Lin, Xu Han, Ruobing Xie, Zhiyuan Liu, Maosong Sun

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 58 pages

1812.09355 2018-12-27 cs.CL 57%

What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James Glass

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments AAA 2019, pages 10, AAAI Conference on Artificial Intelligence (AAAI 2019)

1812.06624 2018-12-18 cs.CV cs.CL 57%

Feature Fusion Effects of Tensor Product Representation on (De)Compositional Network for Caption Generation for Images

Chiranjib Sur

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 7 pages

1808.08949 2018-10-01 cs.CL 57%

Dissecting Contextual Word Embeddings: Architecture and Representation

Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments EMNLP 2018

1808.04339 2018-09-12 cs.CL 57%

Disentangled Representation Learning for Non-Parallel Text Style Transfer

Vineet John, Lili Mou, Hareesh Bahuleyan, Olga Vechtomova

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 11 pages, 7 figures, 6 tables; Preliminary work rejected by EMNLP-18

1806.04127 2018-06-12 cs.CL 57%

Finding Syntax in Human Encephalography with Beam Search

John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan R. Brennan

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments ACL2018

1805.05758 2018-05-16 cs.CL 57%

Continuous Learning in a Hierarchical Multiscale Neural Network

Thomas Wolf, Julien Chaumond, Clement Delangue

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 5 pages, 2 figures, accepted as short paper at ACL 2018

1711.01701 2017-11-07 cs.CL 57%

Distributed Representation for Traditional Chinese Medicine Herb via Deep Learning Models

Wei Li, Zheng Yang

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1709.04991 2017-09-18 cs.PL cs.AI 57%

Abstractions for AI-Based User Interfaces and Systems

Alex Renda, Harrison Goldstein, Sarah Bird, Chris Quirk, Adrian Sampson

专题命中知识编辑与模型理解：language agent(abstract)；分类 cs.AI

1607.02109 2017-07-05 cs.CL physics.soc-ph stat.AP stat.ML 57%

Predicting and Understanding Law-Making with Word Vectors and an Ensemble Model

John J. Nay

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1704.08352 2017-04-28 cs.CL 57%

From Characters to Words to in Between: Do We Capture Morphology?

Clara Vania, Adam Lopez

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments Accepted at ACL 2017

1612.05369 2017-04-04 cs.SD cs.LG 57%

Neural networks based EEG-Speech Models

Pengfei Sun, Jun Qin

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.LG

Comments 10 pages

1609.01704 2017-03-10 cs.LG 57%

Hierarchical Multiscale Recurrent Neural Networks

Junyoung Chung, Sungjin Ahn, Yoshua Bengio

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.LG

1611.05774 2017-01-12 cs.CL 57%

What Do Recurrent Neural Network Grammars Learn About Syntax?

Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 10 pages. To appear in EACL 2017, Valencia, Spain

1606.03821 2016-10-19 cs.CL 57%

Learning to Generate Compositional Color Descriptions

Will Monroe, Noah D. Goodman, Christopher Potts

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments 6 pages, 4 figures, 3 tables. EMNLP 2016

1609.00514 2016-09-05 cs.IR cs.CL cs.IT math.IT 57%

On Horizontal and Vertical Separation in Hierarchical Text Classification

Mostafa Dehghani, Hosein Azarbonyad, Jaap Kamps, Maarten Marx

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments Full paper (10 pages) accepted for publication in proceedings of ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR'16)

1606.03352 2016-06-13 cs.CL cs.NE stat.ML 57%

Conditional Generation and Snapshot Learning in Neural Dialogue Systems

Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1508.02096 2016-05-25 cs.CL 57%

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

Wang Ling, Tiago Luís, Luís Marujo, Ramón Fernandez Astudillo, Silvio Amir, Chris Dyer, Alan W. Black, Isabel Trancoso

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1605.00855 2016-05-04 cs.CV cs.CL 57%

Improving Image Captioning by Concept-based Sentence Reranking

Xirong Li, Qin Jin

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1511.07916 2015-11-26 cs.CL stat.ML 57%

Natural Language Understanding with Distributed Representation

Kyunghyun Cho

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1504.07295 2015-07-27 cs.CL cs.IR stat.AP 57%

Document Classification by Inversion of Distributed Language Representations

Matt Taddy

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

1503.05034 2015-04-27 cs.CL 57%

$gen$CNN: A Convolutional Architecture for Word Sequence Prediction

Mingxuan Wang, Zhengdong Lu, Hang Li, Wenbin Jiang, Qun Liu

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.CL

Comments Accepted by ACL as full paper(oral)

1312.6026 2014-04-25 cs.NE cs.LG stat.ML 57%

How to Construct Deep Recurrent Neural Networks

Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Yoshua Bengio

专题命中知识编辑与模型理解：language model(abstract)；分类 cs.LG

Comments Accepted at ICLR 2014 (Conference Track). 10-page text + 3-page references

1. 知识编辑与模型理解 7596 篇

ERNIE: Enhanced Language Representation with Informative Entities

Adversarial Generation and Encoding of Nested Texts

Soft Contextual Data Augmentation for Neural Machine Translation

Designing a Symbolic Intermediate Representation for Neural Surface Realization

What do you learn from context? Probing for sentence structure in contextualized word representations

State-Regularized Recurrent Neural Networks

Polyglot Contextual Representations Improve Crosslingual Transfer

Knowledge Representation Learning: A Quantitative Review

What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

Feature Fusion Effects of Tensor Product Representation on (De)Compositional Network for Caption Generation for Images

Dissecting Contextual Word Embeddings: Architecture and Representation

Disentangled Representation Learning for Non-Parallel Text Style Transfer

Finding Syntax in Human Encephalography with Beam Search

Continuous Learning in a Hierarchical Multiscale Neural Network

Distributed Representation for Traditional Chinese Medicine Herb via Deep Learning Models

Abstractions for AI-Based User Interfaces and Systems

Predicting and Understanding Law-Making with Word Vectors and an Ensemble Model

From Characters to Words to in Between: Do We Capture Morphology?

Neural networks based EEG-Speech Models

Hierarchical Multiscale Recurrent Neural Networks

What Do Recurrent Neural Network Grammars Learn About Syntax?

Learning to Generate Compositional Color Descriptions

On Horizontal and Vertical Separation in Hierarchical Text Classification

Conditional Generation and Snapshot Learning in Neural Dialogue Systems

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

Improving Image Captioning by Concept-based Sentence Reranking

Natural Language Understanding with Distributed Representation

Document Classification by Inversion of Distributed Language Representations

$gen$CNN: A Convolutional Architecture for Word Sequence Prediction

How to Construct Deep Recurrent Neural Networks