Bats Research

All

28 repositories

planetarium
Public
Dataset and benchmark for assessing LLMs in translating natural language descriptions of planning problems into PDDL
nlp benchmark planning dataset pddl llm
Python
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BSD 3-Clause "New" or "Revised" License
•4•42•1•0•Updated Oct 16, 2024Oct 16, 2024
alfred
Public
A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.
data weak-supervision annotation-tool vlm data-annotation llm programmatic-weak-supervision prompting
Python
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BSD 3-Clause "New" or "Revised" License
•6•50•1•0•Updated Oct 10, 2024Oct 10, 2024
cross-lingual-detox
Public
Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages." Paper accepted at Findings of EMNLP 2024
nlp ai-safety generalization cross-lingual-transfer multilingual-nlp mechanistic-interpretability
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•0•15•0•0•Updated Oct 4, 2024Oct 4, 2024
LexC-Gen-Data-Archive
Public
Data Repository for LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
multilingual sentiment-analysis topic-modeling synthetic-data multilingual-nlp
1•1•0•0•Updated Oct 3, 2024Oct 3, 2024
LexC-Gen
Public
Generate synthetic labeled data for extremely low-resource languages using bilingual lexicons.
multilingual sentiment-analysis topic-modeling synthetic-data synthetic-dataset-generation low-resource-languages lexicon-based multilingual-nlp llm
Python
•4•13•0•0•Updated Oct 3, 2024Oct 3, 2024
bonito
Public
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation
Python
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BSD 3-Clause "New" or "Revised" License
•45•687•2•1•Updated Sep 12, 2024Sep 12, 2024
menghini-neurips23-code
Public
Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
self-training clip prompt-tuning vision-language-model pseudolabels
Python
•2•42•1•0•Updated Sep 6, 2024Sep 6, 2024
nayak-aclfindings24-code
Public
Python
•1•20•0•0•Updated Jul 16, 2024Jul 16, 2024
nplm
Public
A weak supervision framework for (partial) labeling functions
Python
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BSD 3-Clause "New" or "Revised" License
•3•14•0•0•Updated Jul 15, 2024Jul 15, 2024
labelmodels
Public
Lightweight implementations of generative label models for weakly supervised machine learning
Python
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Apache License 2.0
•4•17•1•1•Updated Apr 10, 2024Apr 10, 2024
ex2
Public
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
Python
•0•13•0•0•Updated Apr 4, 2024Apr 4, 2024
fudd
Public
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
Python
•0•10•1•0•Updated Nov 15, 2023Nov 15, 2023
su-bigdata23-code
Public
Code Repository for IEEE BigData 23 Paper "Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision"
Python
•0•2•0•0•Updated Nov 2, 2023Nov 2, 2023
csp
Public
Learning to compose soft prompts for compositional zero-shot learning.
zero-shot-learning deep-learning pytorch
Python
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BSD 3-Clause "New" or "Revised" License
•6•83•0•0•Updated Sep 21, 2023Sep 21, 2023
mazzetto-arxiv23-code
Public
An Adaptive Method for Weak Supervision with Drifting Data
Python
•0•1•0•0•Updated May 31, 2023May 31, 2023
taglets
Public
Python
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Apache License 2.0
•0•18•3•0•Updated May 19, 2023May 19, 2023
zsl-kg
Public
Framework for zero-shot learning with knowledge graphs.
knowledge-graph zero-shot-learning machine-learning graph-convolutional-networks
Python
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Apache License 2.0
•8•112•0•0•Updated Mar 28, 2023Mar 28, 2023
mazzetto-neurips22-code
Public
Python
•0•2•0•0•Updated Mar 7, 2023Mar 7, 2023
wiser
Public
Framework for weakly supervised deep sequence taggers, focused on named entity recognition
Python
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Apache License 2.0
•9•80•1•1•Updated Feb 10, 2023Feb 10, 2023
amcl
Public
Adversarial Multi Class Labeling
Python
•1•5•1•0•Updated Dec 22, 2022Dec 22, 2022
mazzetto-aistats21-code
Public
Python
•1•3•0•0•Updated Dec 22, 2022Dec 22, 2022
clipseg
Public
This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".
Python
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Other
•107•1•0•0•Updated Sep 21, 2022Sep 21, 2022
nayak-tmlr22-code
Public
knowledge-graph graph-neural-networks
Python
•4•9•4•0•Updated Jul 25, 2022Jul 25, 2022
yu-aistats22-code
Public
Jupyter Notebook
•2•6•0•1•Updated May 17, 2022May 17, 2022
piriyakulkij-mlsys22-code
Public
Python
•0•4•0•0•Updated Mar 17, 2022Mar 17, 2022
safranchik-aaai20-code
Public
Python
•1•15•0•1•Updated Jan 21, 2022Jan 21, 2022
efsl
Public
Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks
machine-learning meta-learning auxiliary-data extended-few-shot-learning efsl few-shot-learning
Python
•0•11•0•0•Updated Jul 6, 2021Jul 6, 2021
mazzetto-icml21-code
Public
Python
•1•1•0•0•Updated Jun 4, 2021Jun 4, 2021