Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for natural language modeling fail when such compositional generalization is required. The main contribution of this paper is to hypothesize that language compositionality is a form of group-equivariance. Based on thi…
☆27Apr 23, 2020Updated 6 years ago
Alternatives and similar repositories for Permutation-Equivariant-Seq2Seq
Users that are interested in Permutation-Equivariant-Seq2Seq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Author implementation of the paper "Span-based Semantic Parsing for Compositional Generalization"☆17Aug 29, 2021Updated 5 years ago
- [ICLR 2021] Group Equivariant Generative Adversarial Networks.☆14May 6, 2021Updated 5 years ago
- Compositional generalization through meta sequence-to-sequence learning☆84Jan 7, 2020Updated 6 years ago
- ☆64Sep 13, 2022Updated 3 years ago
- ☆22Jan 22, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Simple language-driven navigation tasks for studying compositional learning☆205Nov 5, 2020Updated 5 years ago
- Code for Emergent Translation in Multi-Agent Communication☆82Jun 6, 2018Updated 8 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- ☆21Jan 25, 2021Updated 5 years ago
- The project is about predicting sets (of classes) from images.☆23Aug 31, 2021Updated 5 years ago
- On the pitfalls of measuring emergent communication☆34Mar 12, 2019Updated 7 years ago
- The multi-modal sequence to sequence baseline neural models used in the Grounded SCAN paper.☆16Mar 21, 2021Updated 5 years ago
- MLE-Guided Parameter Search (AAAI 2021)☆12Sep 16, 2021Updated 4 years ago
- ☆17Oct 4, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆49Jun 23, 2022Updated 4 years ago
- ☆19Jul 1, 2018Updated 8 years ago
- ☆17Nov 10, 2021Updated 4 years ago
- PyTorch code for meta seq2seq learning☆44Jan 14, 2020Updated 6 years ago
- Cooperative Learning of Disjoint Syntax and Semantics☆50May 23, 2019Updated 7 years ago
- The implementation of "Neural Networks for Open Domain Targeted Sentiment" based on package https://github.com/SUTDNLP/LibN3L☆18Dec 7, 2015Updated 10 years ago
- ☆21Oct 6, 2021Updated 4 years ago
- Search-based-Neural-Structured-Learning-for-Sequential-Question-Answering☆33Jun 12, 2023Updated 3 years ago
- 🤖ConvRe🤯: An Investigation of LLMs’ Inefficacy in Understanding Converse Relations (EMNLP 2023)☆24Oct 10, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- a sketch-based system for semantic parsing☆10Nov 21, 2022Updated 3 years ago
- The source code of paper "Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph" in KDD2022.☆15Jan 9, 2023Updated 3 years ago
- Pytorch Playground for Mathematical Reasoning Dataset☆19May 4, 2019Updated 7 years ago
- Applying reinforcement learning to perform source separation.☆23Nov 25, 2020Updated 5 years ago
- Pytorch implementation of The ICML 2020 paper "On Learning Sets of Symmetric Elements" by Haggai Maron, Or Litany, Gal Chechik, Ethan Fet…☆10Apr 22, 2021Updated 5 years ago
- ☆41Jan 11, 2021Updated 5 years ago
- Drop-in replacement for `fs.existsSync` with zero dependencies. Other libs I found either have crucial differences from fs.existsSync, or…☆12Sep 1, 2017Updated 9 years ago
- A PyTorch Implementation of Neural Symbolic Machines by Liang et al. (2018)☆63Aug 19, 2020Updated 6 years ago
- A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP☆109Apr 8, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A library to make errors.☆12Oct 23, 2021Updated 4 years ago
- Data and Code for the paper "Exploring the foundations of tonality: Statistical cognitive modeling of modes in the history of Western cla…☆10Jul 28, 2021Updated 5 years ago
- Deep image generation is becoming a tool to enhance artists and designers creativity potential. In this paper, we aim at making the gener…☆13Aug 18, 2020Updated 6 years ago
- ☆12Mar 23, 2023Updated 3 years ago
- Source code repo for paper "TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation"☆10Aug 11, 2023Updated 3 years ago
- Official code for the paper "Attention as a Hypernetwork"☆59Feb 24, 2026Updated 6 months ago
- The code for the paper "Efficient Self-Supervised Video Hashing with Selective State Spaces" (AAAI'25).☆24Aug 2, 2025Updated last year