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06/19/2023
RepoFusion: Training Code Models to Understand Your Repository
Despite the huge success of Large Language Models (LLMs) in coding assis...
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05/09/2023
StarCoder: may the source be with you!
The BigCode community, an open-scientific collaboration working on the r...
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04/03/2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents
We introduce the StatCan Dialogue Dataset consisting of 19,379 conversat...
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01/09/2023
SantaCoder: don't reach for the stars!
The BigCode project is an open-scientific collaboration working on the r...
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11/20/2022
The Stack: 3 TB of permissively licensed source code
Large Language Models (LLMs) play an ever-increasing role in the field o...
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10/16/2021
The Power of Prompt Tuning for Low-Resource Semantic Parsing
Prompt tuning has recently emerged as an effective method for adapting p...
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10/02/2021
TopiOCQA: Open-domain Conversational Question Answeringwith Topic Switching
In a conversational question answering scenario, a questioner seeks to e...
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10/21/2020
DuoRAT: Towards Simpler Text-to-SQL Models
Recent research has shown that neural text-to-SQL models can effectively...
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07/28/2020
Towards Ecologically Valid Research on Language User Interfaces
Language User Interfaces (LUIs) could improve human-machine interaction ...
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07/11/2020
Generative Graph Perturbations for Scene Graph Prediction
Inferring objects and their relationships from an image is useful in man...
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05/17/2020
Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation
Scene graph generation (SGG) aims to predict graph-structured descriptio...
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12/12/2019
CLOSURE: Assessing Systematic Generalization of CLEVR Models
The CLEVR dataset of natural-looking questions about 3D-rendered scenes ...
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11/30/2018
Systematic Generalization: What Is Required and Can It Be Learned?
Numerous models for grounded language understanding have been recently p...
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08/03/2018
Visual Reasoning with Multi-hop Feature Modulation
Recent breakthroughs in computer vision and natural language processing ...
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07/09/2018
Talk the Walk: Navigating New York City through Grounded Dialogue
We introduce "Talk The Walk", the first large-scale dialogue dataset gro...
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09/22/2017
FiLM: Visual Reasoning with a General Conditioning Layer
We introduce a general-purpose conditioning method for neural networks c...
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07/10/2017
Learning Visual Reasoning Without Strong Priors
Achieving artificial visual reasoning - the ability to answer image-rela...
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07/02/2017
Modulating early visual processing by language
It is commonly assumed that language refers to high-level visual concept...
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03/15/2017
End-to-end optimization of goal-driven and visually grounded dialogue systems
End-to-end design of dialogue systems has recently become a popular rese...
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11/23/2016
GuessWhat?! Visual object discovery through multi-modal dialogue
We introduce GuessWhat?!, a two-player guessing game as a testbed for re...
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05/09/2016
Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
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02/15/2015