compositional-generalization

There are 2 repositories under compositional-generalization topic.

microsoft / ContextualSP
Multiple paper open-source codes of the Microsoft Research Asia DKI group
compositional-generalization conversational-semantic-parsing microsoft-research-asia semantic-parsing text-to-sql utterance-rewriting
Language:Python 366
Adamdad / Awesome-ComposableAI
A curated list of Composable AI methods: Building AI system by composing modules.
ai composability compositional-generalization compositionality model-reuse
186
FranxYao / Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
compositional-generalization compositionality semantic-parsing semantics generalization learning-theory
Language:Jupyter Notebook 86
frankaging / Reason-SCAN
ReaSCAN is a synthetic navigation task that requires models to reason about surroundings over syntactically difficult languages. (NeurIPS '21)
compositional-generalization reasoning
Language:Python 20
wqshmzh / CANet-CZSL
Official pytorch implementation of CVPR2023 paper "Learning Conditional Attributes for Compositional Zero-Shot Learning"
compositional-generalization compositional-zero-shot-learning deeplearning
Language:Python 11
frankaging / Interchange-Intervention-Training
The codebase for Inducing Causal Structure for Interpretable Neural Networks
causal-models interventions generalization compositional-generalization
Language:Shell 9
frankaging / ReCOGS
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation
compositional-generalization lstm semantic-parsing semantic-representation transformers
Language:Jupyter Notebook 8
itayle / diverse-demonstrations
Diverse Demonstrations Improve In-context Compositional Generalization
compositional-generalization in-context-learning retrieval-augmented semantic-parsing nlp
Language:Python 8
Zhaoyi-Li21 / Compgen_l2s2
Implementation of our paper "Learning to Substitute Span towards Improving Compositional Generalization" @ ACL'2023, Toronto, Canada.
compositional-generalization data-augmentation-strategies language-models semantic-parsing
Language:Python 7
liqing-ustc / HINT
Official implementation of ICLR 2023 paper "A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics"
compositional-generalization concept-learning systematic-generalization
Language:Jupyter Notebook 5
mmrl / lost-in-latent-space
Code from the article: "Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisaton" (NeurIPS, 2022)
artificial-intelligence autoencoders compositional-generalization deep-learning generalisation generative-model neural-networks variational-autoencoder
Language:Python 5
frankaging / BabyARC
Baby Abstract Reasoning Corpus (BabyARC) dataset engine, for generating grid-world-based abstract reasoning tasks on a large scale.
compositional-generalization reasoning program-synthesis
Language:Python 4
Casparvolquardsen / Compositional-Generalization-in-Multimodal-Language-Learning
This repository shares the most important sources used for the reasearch paper "More Diverse Training, Better Compositionality! Evidence from Multimodal Language Learning" by Caspar Volquardsen, Jae Hee Lee, Cornelius Weber, and Stefan Wermter.
compositional-generalization deep-learning lstm machine-learning neural-networks research-paper resnet robotics robotics-simulation
Language:Python 3
rahul13ramesh / compositional_capabilities
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
compositional-generalization icml-2024 transformers
Language:Python 2
avi-jit / compositional-generalization-lit-review
Living Survey for papers on Compositional Generalization in NLP
compositional-generalization compositionality literature-review natural-language-processing nlp nlp-machine-learning research-tool survey
Language:Vue 1
frankaging / ReaSCAN-Causal
Causal Abstraction of Neural Models Trained to Solve ReaSCAN
reascan deep-learning compositional-generalization causal-models causal-networks
Language:Python 1
miltonllera / ocdm
Object-Centric Disentangled Mechanisms
compositional-generalization computer-vision deep-learning disentanglement generative-model object-centric-learning variational-autoencoder
Language:Python 0
PoppyCollis / METATOOL_UoS
Minimal model of tool discovery and tool innovation using active inference
active-inference compositional-generalization factorization
Language:Jupyter Notebook 0

compositional-generalization

microsoft / ContextualSP

Adamdad / Awesome-ComposableAI

FranxYao / Distributional-Generalization-in-Natural-Language-Processing

frankaging / Reason-SCAN

wqshmzh / CANet-CZSL

frankaging / Interchange-Intervention-Training

frankaging / ReCOGS

itayle / diverse-demonstrations

Zhaoyi-Li21 / Compgen_l2s2

liqing-ustc / HINT

mmrl / lost-in-latent-space

frankaging / BabyARC

Casparvolquardsen / Compositional-Generalization-in-Multimodal-Language-Learning

rahul13ramesh / compositional_capabilities

avi-jit / compositional-generalization-lit-review

frankaging / ReaSCAN-Causal

miltonllera / ocdm

PoppyCollis / METATOOL_UoS