代码大模型 / AI 编程 - arXivDaily 专题

2207.07189 2023-02-02 cs.CV cs.AI cs.LG 62%

Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification

Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2209.14901 2023-01-30 cs.CL cs.AI 62%

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing

Yanjun Gao, Dmitriy Dligach, Timothy Miller, John Caskey, Brihat Sharma, Matthew M Churpek, Majid Afshar

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.AI

Comments Under review

2203.11365 2022-12-14 cs.SE cs.AI 62%

Towards a Change Taxonomy for Machine Learning Systems

Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming, Jiang, Bram Adams

专题命中代码评测：repository(abstract)；分类 cs.SE、cs.AI

2211.02570 2022-11-07 cs.CL cs.LG 62%

The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

Barbara Plank

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2022

2209.09327 2022-09-21 cs.PL cs.SE 62%

S2TD: a Separation Logic Verifier that Supports Reasoning of the Absence and Presence of Bugs

Quang Loc Le, Jun Sun, Long H. Pham, Shengchao Qin

专题命中代码评测：repository(abstract)；分类 cs.SE、cs.PL

Comments 24 pages

2209.09114 2022-09-20 cs.LG cs.AI 62%

Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description

Ruixuan Yan, Tengfei Ma, Achille Fokoue, Maria Chang, Agung Julius

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2104.08028 2022-09-12 cs.LG cs.AI 62%

Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction

Asahi Ushio, Federico Liberatore, Jose Camacho-Collados

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted by EMNLP 2021 main conference

2208.07158 2022-08-16 q-fin.PM cs.AI cs.LG 62%

Asset Allocation: From Markowitz to Deep Reinforcement Learning

Ricard Durall

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2107.02517 2022-07-08 cs.LG cs.AI 62%

An Evaluation of Machine Learning and Deep Learning Models for Drought Prediction using Weather Data

Weiwei Jiang, Jiayun Luo

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments Github link: https://github.com/jwwthu/DL4Climate/tree/main/DroughtPrediction

Journal ref Journal of Intelligent & Fuzzy Systems, 2022

2204.11836 2022-04-27 cs.LG cs.AI cs.HC 62%

Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other way

Than Htut Soe, Cristiana Teixeira Santos, Marija Slavkovik

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2204.10256 2022-04-25 cs.LG cs.AI 62%

Revisiting Gaussian mixture critics in off-policy reinforcement learning: a sample-based approach

Bobak Shahriari, Abbas Abdolmaleki, Arunkumar Byravan, Abe Friesen, Siqi Liu, Jost Tobias Springenberg, Nicolas Heess, Matt Hoffman, Martin Riedmiller

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2112.07868 2022-04-19 cs.CL cs.AI 62%

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.AI

Comments Submission revised with new results

2003.05730 2022-04-06 cs.LG cs.AI stat.ML 62%

A Survey of Adversarial Learning on Graphs

Liang Chen, Jintang Li, Jiaying Peng, Tao Xie, Zengxu Cao, Kun Xu, Xiangnan He, Zibin Zheng, Bingzhe Wu

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments Preprint; 16 pages, 2 figures

2110.04353 2022-03-31 cs.CL cs.SE 62%

Learning to Describe Solutions for Bug Reports Based on Developer Discussions

Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney

专题命中代码评测：repository(abstract)；分类 cs.SE、cs.CL

Comments Accepted in Findings of ACL 2022

2109.04247 2022-03-23 cs.LG cs.AI 62%

DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation

Antoine Chevrot, Alexandre Vernotte, Bruno Legeard

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2203.07580 2022-03-16 cs.CL cs.CR cs.LG 62%

TSM: Measuring the Enticement of Honeyfiles with Natural Language Processing

Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil Kanhere

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.LG

2109.03970 2022-03-15 cs.LG cs.AI 62%

PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems

Ting-Han Fan, Xian Yeow Lee, Yubo Wang

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments The 4th Annual Learning for Dynamics & Control Conference (L4DC) 2022

2201.03346 2022-02-22 cs.SE cs.IR cs.PL 62%

Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning

Martin Weyssow, Houari Sahraoui, Bang Liu

专题命中代码评测：code model(abstract)；分类 cs.SE、cs.PL

Comments 4+1 pages

Journal ref 44th International Conference on Software Engineering, 2022, New Ideas and Emerging Results (ICSE-NIER)

2202.08149 2022-02-17 cs.CV cs.AI cs.LG 62%

Self-Supervised Class-Cognizant Few-Shot Classification

Ojas Kishore Shirekar, Hadi Jamali-Rad

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments 7 pages, 1 figure

2112.03395 2022-02-15 cs.SE cs.LG 62%

Manas: Mining Software Repositories to Assist AutoML

Giang Nguyen, Md Johir Islam, Rangeet Pan, Hridesh Rajan

专题命中代码评测：repository(abstract)；分类 cs.SE、cs.LG

2202.02131 2022-02-07 cs.LG cs.AI physics.med-ph 62%

Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis

Panagiota Karatza, Kalliopi V. Dalakleidi, Maria Athanasiou, Konstantina S. Nikita

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2112.06530 2021-12-14 cs.CV cs.AI cs.LG 62%

Centroid-UNet: Detecting Centroids in Aerial Images

N. Lakmal Deshapriya, Dan Tran, Sriram Reddy, Kavinda Gunasekara

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments Proccedings of the 42nd Asian Conference on Remote Sensing, 2021, Can Tho city, Vietnam

Journal ref ACRS 42nd (2021) 100

2008.02577 2021-11-09 cs.AI cs.LG 62%

A critical analysis of metrics used for measuring progress in artificial intelligence

Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2106.05386 2021-11-03 cs.LG cs.AI 62%

Artificial Intelligence in Drug Discovery: Applications and Techniques

Jianyuan Deng, Zhibo Yang, Iwao Ojima, Dimitris Samaras, Fusheng Wang

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted to Briefings in Bioinformatics

2012.07816 2021-10-26 cs.LG cs.HC cs.SE 62%

Enabling Collaborative Data Science Development with the Ballet Framework

Micah J. Smith, Jürgen Cito, Kelvin Lu, Kalyan Veeramachaneni

专题命中代码评测：repository(abstract)；分类 cs.SE、cs.LG

Journal ref Proc. ACM Hum.-Comput. Interact. 5, CSCW2, Article 431 (October 2021), 39 pages

2110.07209 2021-10-15 cs.CL cs.AI 62%

A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation

Shen Liu, Meirong Ma, Hao Yuan, Jianchao Zhu, Yuanbin Wu, Man Lan

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.AI

Journal ref NLPCC 2021

2104.07896 2021-10-04 cs.CL cs.PL 62%

Generating Bug-Fixes Using Pretrained Transformers

Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan

专题命中代码评测：program repair(abstract)；分类 cs.CL、cs.PL

2104.08835 2021-10-04 cs.CL cs.LG 62%

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Qinyuan Ye, Bill Yuchen Lin, Xiang Ren

专题命中代码评测：repository(abstract)；分类 cs.CL、cs.LG

Comments Accepted to EMNLP 2021. Camera-ready version. Code: https://github.com/INK-USC/CrossFit

2105.07342 2021-09-30 cs.LG cs.AI 62%

Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive

Lirong Wu, Haitao Lin, Zhangyang Gao, Cheng Tan, Stan. Z. Li

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

2107.06481 2021-07-15 cs.CV cs.AI cs.GR cs.LG 62%

A Convolutional Neural Network Approach to the Classification of Engineering Models

Bharadwaj Manda, Pranjal Bhaskare, Ramanathan Muthuganapathy

专题命中代码评测：repository(abstract)；分类 cs.AI、cs.LG

Journal ref in IEEE Access, vol. 9, pp. 22711-22723, 2021

1. 代码评测 1722 篇

Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing

Towards a Change Taxonomy for Machine Learning Systems

The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

S2TD: a Separation Logic Verifier that Supports Reasoning of the Absence and Presence of Bugs

Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description

Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction

Asset Allocation: From Markowitz to Deep Reinforcement Learning

An Evaluation of Machine Learning and Deep Learning Models for Drought Prediction using Weather Data

Automated detection of dark patterns in cookie banners: how to do it poorly and why it is hard to do it any other way

Revisiting Gaussian mixture critics in off-policy reinforcement learning: a sample-based approach

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

A Survey of Adversarial Learning on Graphs

Learning to Describe Solutions for Bug Reports Based on Developer Discussions

DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation

TSM: Measuring the Enticement of Honeyfiles with Natural Language Processing

PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems

Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning

Self-Supervised Class-Cognizant Few-Shot Classification

Manas: Mining Software Repositories to Assist AutoML

Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis

Centroid-UNet: Detecting Centroids in Aerial Images

A critical analysis of metrics used for measuring progress in artificial intelligence

Artificial Intelligence in Drug Discovery: Applications and Techniques

Enabling Collaborative Data Science Development with the Ballet Framework

A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation

Generating Bug-Fixes Using Pretrained Transformers

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive

A Convolutional Neural Network Approach to the Classification of Engineering Models