代码大模型 / AI 编程 - arXivDaily 专题

2202.12456 2022-02-28 cs.HC cs.AI cs.LG 62%

Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN

Kaining Mao, Wei Zhang, Deborah Baofeng Wang, Ang Li, Rongqi Jiao, Yanhui Zhu, Bin Wu, Tiansheng Zheng, Lei Qian, Wei Lyu, Minjie Ye, Jie Chen

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 15 pages, 7 figures, already accepted by IEEE Transactions on Affective Computing, listed in early access now

2106.03926 2022-02-01 cs.AI cs.LG 62%

Reconciling Rewards with Predictive State Representations

Andrea Baisero, Christopher Amato

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments IJCAI 2021

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021) Pages 2170-2176

2106.13008 2022-01-10 cs.LG cs.AI 62%

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

Haixu Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2112.15444 2022-01-03 cs.LG cs.AI nlin.CD 62%

GANISP: a GAN-assisted Importance SPlitting Probability Estimator

Malik Hassanaly, Andrew Glaws, Ryan N. King

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 7 pages, 8 figures

2112.14146 2021-12-30 cs.LG cs.AI 62%

Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience

David McCaffary

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2112.09037 2021-12-17 cs.LG cs.PL 62%

A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code

Ho Young Jhoo, Sehoon Kim, Woosung Song, Kyuyeon Park, DongKwon Lee, Kwangkeun Yi

专题命中仓库级理解：repository(abstract)；分类 cs.LG、cs.PL

2112.07089 2021-12-15 cs.CL cs.AI 62%

Building on Huang et al. GlossBERT for Word Sense Disambiguation

Nikhil Patel, James Hale, Kanika Jindal, Apoorva Sharma, Yichun Yu

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

2112.00827 2021-12-03 cs.CL cs.IR cs.LG stat.ME stat.ML 62%

Changepoint Analysis of Topic Proportions in Temporal Text Data

Avinandan Bose, Soumendu Sundar Mukherjee

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

Comments 32 pages, 9 figures

2111.04190 2021-11-09 cs.HC cs.AI cs.LG 62%

VizAI : Selecting Accurate Visualizations of Numerical Data

Ritvik Vij, Rohit Raj, Madhur Singhal, Manish Tanwar, Srikanta Bedathur

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments Proc. of the ACM India Joint International Conference on Data Sciences and Management of Data (CODS-COMAD) 2022 (9th ACM IKDD CODS and 27th COMAD) - To Appear

2111.00197 2021-11-02 cs.CL cs.CR cs.LG 62%

Backdoor Pre-trained Models Can Transfer to All

Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

1912.03437 2021-10-27 cs.SE cs.LG 62%

Early Prediction for Merged vs Abandoned Code Changes in Modern Code Reviews

Md. Khairul Islam, Toufique Ahmed, Rifat Shahriyar, Anindya Iqbal, Gias Uddin

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

2110.12364 2021-10-26 cs.CV cs.AI cs.LG 62%

CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector

Weiqiang Jin, Hang Yu, Hang Yu

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 9 pages;5 figures; conference: IEEE ICTAI; Acknowledgment: The research reported in this paper was supported in part by the National Natural Science Foundation of China under the grant 91746203 and the Outstanding Academic Leader Project of Shanghai under the grant No.20XD1401700

2105.03279 2021-10-19 cs.CL cs.IR cs.LG 62%

Generating abstractive summaries of Lithuanian news articles using a transformer model

Lukas Stankevičius, Mantas Lukoševičius

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

Comments Accepted in ICIST 2021

Journal ref International Conference on Information and Software Technologies - ICIST 2021, Communications in Computer and Information Science, vol 1486 (2021) 341-352

2108.02428 2021-09-28 cs.LG cs.AI cs.NE 62%

A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare

Andrei Velichko

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 20 pages, 7 figures, 9 tables

Journal ref Sensors 2021, 21, 6209

2109.03069 2021-09-08 cs.LG cs.AI 62%

Sequential Diagnosis Prediction with Transformer and Ontological Representation

Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 5 figures, Accepted by IEEE ICDM 2021. arXiv admin note: text overlap with arXiv:2107.09288

2010.01611 2021-09-08 cs.CL cs.FL cs.LG 62%

When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised

Liubov Nikolenko, Pouya Rezazadeh Kalehbasti

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.LG

Journal ref International Cross-Domain Conference for Machine Learning and Knowledge Extraction, pp. 21-33. Springer, Cham, 2021

2103.01834 2021-09-03 cs.CL cs.AI 62%

A Data-Centric Framework for Composable NLP Workflows

Zhengzhong Liu, Guanxiong Ding, Avinash Bukkittu, Mansi Gupta, Pengzhi Gao, Atif Ahmed, Shikun Zhang, Xin Gao, Swapnil Singhavi, Linwei Li, Wei Wei, Zecong Hu, Haoran Shi, Haoying Zhang, Xiaodan Liang, Teruko Mitamura, Eric P. Xing, Zhiting Hu

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 4 figures, EMNLP 2020

2108.07908 2021-08-19 cs.LG cs.AI cs.CV cs.DS cs.IR cs.IT math.IT 62%

M-ar-K-Fast Independent Component Analysis

Luca Parisi

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 17 pages, 2 listings/Python code snippets, 2 figures, 5 tables. arXiv admin note: text overlap with arXiv:2009.07530

2105.11697 2021-07-26 cs.LG cs.AI 62%

PyTorch, Explain! A Python library for Logic Explained Networks

Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Franscesco Giannini

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2107.10429 2021-07-23 cs.AI cs.LG cs.NE 62%

Shedding some light on Light Up with Artificial Intelligence

Libo Sun, James Browning, Roberto Perera

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 16 figures, for associated codes, see \<https://github.com/rperera12/AKARI-LightUp-GameSolver-with-DeepNeuralNetworks-and-HillClimb-or-SimulatedAnnealing>

2107.02195 2021-07-07 cs.LG cs.AI 62%

Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory Systems

Shashank Hegde, Anssi Kanervisto, Aleksei Petrenko

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments To appear in IEEE Conference on Games 2021. Video demonstrations and experiment can be found at https://sites.google.com/view/sound-rl

2102.11005 2021-06-24 cs.LG cs.AI 62%

LogME: Practical Assessment of Pre-trained Models for Transfer Learning

Kaichao You, Yong Liu, Jianmin Wang, Mingsheng Long

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 13 pages (ICML 2021 camera ready version)

2106.09757 2021-06-21 cs.LG cs.AI physics.ao-ph 62%

CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1

Imme Ebert-Uphoff, Ryan Lagerquist, Kyle Hilburn, Yoonjin Lee, Katherine Haynes, Jason Stock, Christina Kumler, Jebb Q. Stewart

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 37 pages

2106.06243 2021-06-14 stat.ML cs.AI cs.LG 62%

Unsupervised Anomaly Detection Ensembles using Item Response Theory

Sevvandi Kandanaarachchi

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments 25 pages

2105.06746 2021-05-17 cs.CV cs.AI cs.LG 62%

Facial Age Estimation using Convolutional Neural Networks

Adrian Kjærran, Christian Bakke Vennerød, Erling Stray Bugge

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

2005.13904 2021-05-03 cs.SE cs.LG 62%

Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities

Sebastian Hönel, Morgan Ericsson, Welf Löwe, Anna Wingkvist

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

Comments 23 pages, to be published in The Journal of Systems and Software

2005.06334 2021-03-31 cs.MS cs.LG cs.PL stat.CO stat.ML 62%

The JuliaConnectoR: a functionally oriented interface for integrating Julia in R

Stefan Lenz, Maren Hackenberg, Harald Binder

专题命中仓库级理解：repository(abstract)；分类 cs.LG、cs.PL

Comments 23 pages, 3 figures, 4 tables

2103.05132 2021-03-19 cs.CL cs.AI 62%

AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin

Bonaventure F. P. Dossou, Mohammed Sabry

专题命中仓库级理解：repository(abstract)；分类 cs.CL、cs.AI

Journal ref Africa NLP, EACL 2021

2011.08596 2021-03-19 cs.LG cs.AI 62%

Learning outside the Black-Box: The pursuit of interpretable models

Jonathan Crabbé, Yao Zhang, William Zame, Mihaela van der Schaar

专题命中仓库级理解：repository(abstract)；分类 cs.AI、cs.LG

Comments presented in 34th Conference on Neural Information Processing Systems (NeurIPS 2020)

Journal ref Advances in Neural Information Processing Systems 33 (2020) 17838-17849

2103.08890 2021-03-17 cs.SE cs.LG 62%

LabelGit: A Dataset for Software Repositories Classification using Attributed Dependency Graphs

Cezar Sas, Andrea Capiluppi

专题命中仓库级理解：repository(abstract)；分类 cs.SE、cs.LG

Comments 5 pages, 2 figures, 1 table

1. 仓库级理解 3924 篇

Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN

Reconciling Rewards with Predictive State Representations

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

GANISP: a GAN-assisted Importance SPlitting Probability Estimator

Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience

A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code

Building on Huang et al. GlossBERT for Word Sense Disambiguation

Changepoint Analysis of Topic Proportions in Temporal Text Data

VizAI : Selecting Accurate Visualizations of Numerical Data

Backdoor Pre-trained Models Can Transfer to All

Early Prediction for Merged vs Abandoned Code Changes in Modern Code Reviews

CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector

Generating abstractive summaries of Lithuanian news articles using a transformer model

A Method for Medical Data Analysis Using the LogNNet for Clinical Decision Support Systems and Edge Computing in Healthcare

Sequential Diagnosis Prediction with Transformer and Ontological Representation

When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised

A Data-Centric Framework for Composable NLP Workflows

M-ar-K-Fast Independent Component Analysis

PyTorch, Explain! A Python library for Logic Explained Networks

Shedding some light on Light Up with Artificial Intelligence

Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory Systems

LogME: Practical Assessment of Pre-trained Models for Transfer Learning

CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1

Unsupervised Anomaly Detection Ensembles using Item Response Theory

Facial Age Estimation using Convolutional Neural Networks

Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities

The JuliaConnectoR: a functionally oriented interface for integrating Julia in R

AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin

Learning outside the Black-Box: The pursuit of interpretable models

LabelGit: A Dataset for Software Repositories Classification using Attributed Dependency Graphs