Ronald Denaux, Martino Mensio, Jose Manuel Gomez-Perez, Harith Alani

Keywords Abstract Paper

Knowledge Representation and Reasoning, Semantic Web, Societal Impact of AI, Explainability, NLP Applications and Tools

Frank F. Xu, Zhengbao Jiang, Pengcheng Yin and

Bogdan Vasilescu, Graham Neubig

Keywords Abstract Paper

Open-domain generation, NL-to-code generation, data augmentation, retrieval-based re-sampling

Xiang Gao, Michel Galley, Bill Dolan

Keywords Abstract Paper

knowledge generation, constrained generation, cross-model integration, local development

Tianjian Chen, Zhanpeng He, Matei Ciocarlie

Keywords Abstract Paper

Eric Liang, Zhanghao Wu, Michael Luo and

Sven Mika, Joseph Gonzalez, Ion Stoica

Keywords Abstract Paper

reinforcement learning and planning

Fan Xie, Alexander Chowdhury, Clara De Paolis Kaluza and

Linfeng Zhao, Lawson Wong, Rose Yu

Keywords Abstract Paper

Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek

Keywords Abstract Paper

Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles

Keywords Abstract Paper

Tarfah Alrashed, Jumana Almahmoud, Amy Zhang, David Karger

Keywords Abstract Paper

web apis, api description language, web scraping

Zimin Chen, Vincent J Hellendoorn, Pascal Lamblin and

Petros Maniatis, Pierre-Antoine Manzagol, Daniel Tarlow, Subhodeep Moitra

Keywords Abstract Paper

deep learning, machine learning, transformers, graph learning

Tanner Fry, Tapajit Dey, Andrey Karnauch, Audris Mockus

Keywords Abstract Paper

Git Commits, Heuristics, Identity Resolution, Machine Learning, Data Sharing

Tapajit Dey, Sara Mousavi, Eduardo Ponce and

Tanner Fry, Bogdan Vasilescu, Anna Filippova, Audris Mockus

Keywords Abstract Paper

random forest, software engineering, automated commits, bots, ensemble model, social coding platforms

Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan

Keywords Abstract Paper

machine learning, clustering

Doruk Kilitcioglu, Serdar Kadioglu

Keywords Abstract Paper

Qingquan Song, Dehua Cheng, Hanning Zhou and

Jiyan Yang, Yuandong Tian, Xia Hu

Keywords Abstract Paper

neural architecture search, evolutionary algorithm, CTR prediction

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Weinan Zhang, Jiarui Qin, Wei Guo and

Ruiming Tang, Xiuqiang He

Keywords Abstract Paper

Machine learning, General, General

Qiaochu Chen, Aaron Lamoreaux, Xinyu Wang and

Greg Durrett, Osbert Bastani, Isil Dillig

Keywords Abstract Paper

Program Synthesis, Programming by Example, Web Information Extraction

Mohamed Ilyes Lakhal, Davide Boscaini, Fabio Poiesi and

Oswald Lanz, Andrea Cavallaro

Keywords Abstract Paper

Gregory Goren, Oren Kurland, Moshe Tennenholtz, Fiana Raiber

Keywords Abstract Paper

search engine optimization, adversarial retrieval

Mahtab Tamannaee, Negar Arabzadeh, Ebrahim Bagheri

Keywords Abstract Paper

trec-eval, information retrieval

Themistoklis Diamantopoulos, Michail D. Papamichail, Thomas Karanikiotis and

Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis

Keywords Abstract Paper

code violations, mining software repositories, contribution analysis, DevOps, GitHub issues

Konstantinos Kallas, Filip Niksic, Caleb Stanford, Rajeev Alur

Keywords Abstract Paper

runtime verification, differential testing, stream processing

Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell

Keywords Abstract Paper

pipeline search, greedy algorithms, experiment design, AutoML, tensor decomposition, submodular optimization, meta-learning

Ian Osband, Yotam Doron, Matteo Hessel and

John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney, Tor Lattimore, Csaba Szepesvari, Satinder Singh, Benjamin Van Roy, Richard Sutton, David Silver, Hado Van Hasselt

Keywords Abstract Paper

reinforcement learning, benchmark, core issues, scalability, reproducibility

Antoine Pietri, Guillaume Rousseau, Stefano Zacchiroli

Keywords Abstract Paper

statistical mechanics, source code, graphstructure, networktopology, version controlsystem

Florian Voigt, Lars Johannsmeier, Sami Haddadin

Keywords Abstract Paper

Han Peng, Ge Li, Wenhan Wang and

YunFei Zhao, Zhi Jin

Keywords Abstract Paper

machine learning, transformers

Abraham A Clements, Eric Gustafson, Tobias Scharnowski and

Paul Grosen, David Fritz, Christopher Kruegel, Giovanni Vigna, Saurabh Bagchi, Mathias Payer

Keywords Abstract Paper

Avijit Bhattacharjee, Sristy Sumana Nath, Shurui Zhou and

Debasish Chakroborti, Banani Roy, Chanchal K. Roy, Kevin Schneider

Keywords Abstract Paper

OSS, Social coding, Cross-platform forks, Collaboration

German Braun, Giuliano Marinelli, Emiliano Rios Gavagnin and

Laura Cecchi, Pablo Fillottrani

Keywords Abstract Paper

Knowledge Representation and Reasoning, General

Chris Reinke, Mayalen Etcheverry, Pierre-Yves Oudeyer

Keywords Abstract Paper

deep learning, unsupervised Learning, self-organization, game-of-life

Lars C. Gleim, Rafael Schimassek, Dominik Hüser and

Maximilian Peters, Christoph Krämer, Michael Cochez et al.

Keywords Abstract Paper

Ronen Tamari, Fan Bai, Alan Ritter, Gabriel Stanovsky

Keywords Abstract Paper

Stefan Ainetter, Christoph Böhm, Rohit Dhakate and

Stephan Weiss, Friedrich Fraundorfer

Keywords Abstract Paper

Robotic picking, grasp detection, depth-aware object segmentation

Esteban Parra, Ashley Ellis, Sonia Haiduc

Keywords Abstract Paper

social media, datasets, chat, team communication

David Schindler, Benjamin Zapilko, Frank Krüger

Keywords Abstract Paper

Saar Cohen, Noa Agmon

Keywords Abstract Paper

Machine Learning, Deep Learning, Kernel Methods, Online Learning, Multi-Robot Systems

Tobias Geibinger, Florian Mischek, Nysret Musliu

Keywords Abstract Paper

Jiaying Liu, Jing Ren, Wenqing Zheng and

Lianhua Chi, Ivan Lee, Feng Xia

Keywords Abstract Paper

relationship mining, knowledge graph, web of scholars