Publications (29)
DuoRAT: Towards Simpler Text-to-SQL Models
Torsten Scholak, Raymond Li, Dzmitry Bahdanau +2
The BigCode Project Governance Card
BigCode collaboration, Sean Hughes, Harm de Vries +7
Visual Reasoning with Multi-hop Feature Modulation
Florian Strub, Mathieu Seurin, Ethan Perez +5
StarCoder 2 and The Stack v2: The Next Generation
Anton Lozhkov, Raymond Li, Loubna Ben Allal +63
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents
Xing Han Lu, Siva Reddy, Harm de Vries
RepoFusion: Training Code Models to Understand Your Repository
Disha Shrivastava, Denis Kocetkov, Harm de Vries +2
Generative Compositional Augmentations for Scene Graph Prediction
Boris Knyazev, Harm de Vries, CÄtÄlina Cangea +3
The Power of Prompt Tuning for Low-Resource Semantic Parsing
Nathan Schucher, Siva Reddy, Harm de Vries
Can deep learning help you find the perfect match?
Harm de Vries, Jason Yosinski
Towards Ecologically Valid Research on Language User Interfaces
Harm de Vries, Dzmitry Bahdanau, Christopher Manning
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Equilibrated adaptive learning rates for non-convex optimization
Yann N. Dauphin, Harm de Vries, Yoshua Bengio
The Katowice problem and autohomeomorphisms of $Ï^*$
David Chodounsky, Alan Dow, Klaas Pieter Hart +1
GuessWhat?! Visual object discovery through multi-modal dialogue
Harm de Vries, Florian Strub, Sarath Chandar +3
Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation
Boris Knyazev, Harm de Vries, CÄtÄlina Cangea +3
StarCoder: may the source be with you!
Raymond Li, Loubna Ben Allal, Yangtian Zi +64
CLOSURE: Assessing Systematic Generalization of CLEVR Models
Dzmitry Bahdanau, Harm de Vries, Timothy J. O'Donnell +4
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Terry Yue Zhuo, Armel Zebaze, Nitchakarn Suppattarachai +4
End-to-end optimization of goal-driven and visually grounded dialogue systems
Florian Strub, Harm de Vries, Jeremie Mary +3
Modulating early visual processing by language
Harm de Vries, Florian Strub, Jérémie Mary +3
Systematic Generalization: What Is Required and Can It Be Learned?
Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch +3
Talk the Walk: Navigating New York City through Grounded Dialogue
Harm de Vries, Kurt Shuster, Dhruv Batra +3
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman +2
The Stack: 3 TB of permissively licensed source code
Denis Kocetkov, Raymond Li, Loubna Ben Allal +10
Learning Visual Reasoning Without Strong Priors
Ethan Perez, Harm de Vries, Florian Strub +2
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Minh Chien Vu, Jenny Chim +30
SantaCoder: don't reach for the stars!
Loubna Ben Allal, Raymond Li, Denis Kocetkov +38
SelfCodeAlign: Self-Alignment for Code Generation
Yuxiang Wei, Federico Cassano, Jiawei Liu +7
FiLM: Visual Reasoning with a General Conditioning Layer
Ethan Perez, Florian Strub, Harm de Vries +2