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

Pablo Zinemanas, Ignacio Hounie, Pablo Cancela and

Frederic Font, Martín Rocamora, Xavier Serra

Keywords Abstract Paper

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

Michael D. Ekstrand

Keywords Abstract Paper

support software, recommender systems, experiments, evaluation

Lars C. Gleim, Rafael Schimassek, Dominik Hüser and

Maximilian Peters, Christoph Krämer, Michael Cochez et al.

Keywords Abstract Paper

Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek

Keywords Abstract Paper

database, query rewriting, visualisation

Chia-Yu Li, Daniel Ortega, Dirk Väth and

Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu

Keywords Abstract Paper

Multi-modal Agents, emotion recognition, engagement prediction, machine researchers

Qing Cui, Qitao Shi, Hao Qian and

Caizhi Tang, Xixi Li, Yiming Zhao, Tao Jiang, Longfei Li, Jun Zhou

Keywords Abstract Paper

recommender system, automl, explainable ai

Jacek Grycza, Damian Horna, Hanna Klimczak and

Mateusz Lango, Kamil Pluciński, Jerzy Stefanowski

Keywords Abstract Paper

imbalanced data, multi-class ensembles, re-sampling

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

Keywords Abstract Paper

auto-augmentation framework, point cloud processing, sample-aware, jointly optimizing, classification

Xiaogang Wang, Yuelang Xu, Kevin Xu and

Andrea Tagliasacchi, Bin Zhou, Ali Mahdavi-Amiri, Hao Zhang

Keywords Abstract Paper

Theory -> Game Theory and Computational Economics, Applications -> Fairness, Accountability, and Transparency

Jon Gauthier, Jennifer Hu, Ethan Wilcox and

Peng Qian, Roger Levy

Keywords Abstract Paper

Targeted Models, syntactic evaluations, evaluations, computational community

Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez and

Andres Montoyo, Rafael Muñoz-Guillena, Yudivián Almeida Cruz

Keywords Abstract Paper

Chufan Lai, Zhixian Lin, Ruike Jiang and

Yun Han, Can Liu, Xiaoru Yuan

Keywords Abstract Paper

visualization, annotation, natural language interface, machine learning

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

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

Benfeng Xu, Quan Wang, Yajuan Lyu and

Yong Zhu, Zhendong Mao

Keywords Abstract Paper

Han Peng, Ge Li, Wenhan Wang and

YunFei Zhao, Zhi Jin

Keywords Abstract Paper

machine learning, transformers

Xiaoyu Yang, Feng Nie, Yufei Feng and

Quan Liu, Zhigang Chen, Xiaodan Zhu

Keywords Abstract Paper

fact verification, real-life applications, symbolic operations, programs

Xiaodong Liu, Yu Wang, Jianshu Ji and

Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao

Keywords Abstract Paper

Natural Understanding, NLU tasks, classification, regression

Aditya Kanade, Petros Maniatis, Gogul Balakrishnan, Kensen Shi

Keywords Abstract Paper

Representation Learning

Jiarui Yao, Haoling Qiu, Bonan Min, Nianwen Xue

Keywords Abstract Paper

temporal anaphora, temporal annotation, tdgs, representation scheme

Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu

Keywords Abstract Paper

Image Captioning, multimodal problem, natural processing, computer community

Colin Clement, Dawn Drain, Jonathan Timcheck and

Alexey Svyatkovskiy, Neel Sundaresan

Keywords Abstract Paper

automated understanding, docstring generation, method generation, docstring summarization

Sakib Haque, Alexander LeClair, Lingfei Wu, Collin McMillan

Keywords Abstract Paper

neural networks, natural language processing, documentation generation, source code summarization, artificial intelligence

Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick

Keywords Abstract Paper

MIR fundamentals and methodology, Symbolic music processing, Applications, Music composition, performance, and production, Domain knowledge, Machine learning/Artificial intelligence for music, Representations of music, Evaluation, datasets, and reproducibility, Evaluation metrics, Reproducibility

Arne Köhn, Julia Wichlacz, Christine Schäfer and

Álvaro Torralba, Joerg Hoffmann, Alexander Koller

Keywords Abstract Paper

Ting-Hsiang Wang, Xia Hu, Haifeng Jin and

Qingquan Song, Xiaotian Han, Zirui Liu

Keywords Abstract Paper

Recommender Systems, Hyperparameter Tuning, Neural Architecture Search, Automated Machine Learning, Model Search

Xiang Gao, Michel Galley, Bill Dolan

Keywords Abstract Paper

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

Carlos Gemmell, Federico Rossetto, Jeffrey Dalton

Keywords Abstract Paper

code generation, neural machine translation, code retrieval

Jürgen Cito, Jiasi Shen, Martin Rinard

Keywords Abstract Paper

CAGLAR Gulcehre, Ziyu Wang, Alexander Novikov and

Thomas Paine, Sergio Gómez, Konrad Zolna, Rishabh Agarwal, Josh Merel, Daniel Mankowitz, Cosmin Paduraru, Gabriel Dulac-Arnold, Jerry Li, Mohammad Norouzi, Matthew Hoffman, Nicolas Heess, Nando de Freitas

Keywords Abstract Paper

Marta Bañón, Pinzhen Chen, Barry Haddow and

Kenneth Heafield, Hieu Hoang, Miquel Esplà-Gomis, Mikel L. Forcada, Amir Kamran, Faheem Kirefu, Philipp Koehn, Sergio Ortiz Rojas, Leopoldo Pla Sempere, Gema Ramírez-Sánchez, Elsa Sarrías, Marek Strelec, Brian Thompson, William Waites, Dion Wiggins, Jaume Zaragoza

Keywords Abstract Paper

sentence alignment, sentence filtering, machine systems, ParaCrawl

Kentaro Asai, Tsukasa Fukusato, Takeo Igarashi

Keywords Abstract Paper

interactive data design and editing, statistical modeling, live programming

Varot Premtoon, James Koppel, Armando Solar-Lezama

Keywords Abstract Paper

equational reasoning, code search

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Stephen Chang, Michael Ballantyne, Milo Turner, William J. Bowman

Keywords Abstract Paper

macros, dependent types, type systems, proof assistants

Christoph Sprenger, Tobias Klenze, Marco Eilers and

Felix A. Wolf, Peter Müller, Martin Clochard, David Basin

Keywords Abstract Paper

compositional refinement, distributed systems, end-to-end verification, leader election, fault-tolerance, security protocols, higher-order logic, separation logic, tool interoperability

Ziqing Yang, Yiming Cui, Zhipeng Chen and

Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

Keywords Abstract Paper

Natural Processing, supervised tasks, text classification, reading comprehension

Dmytro Borysenko, Dmytro Mykheievskyi, Viktor Porokhonskyy

Keywords Abstract Paper