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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists by amazon-science

A curated list of projects in awesome lists by amazon-science .

https://github.com/amazon-science/mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

Last synced: 14 May 2025

https://github.com/amazon-science/auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

chain-of-thought gpt-3 gpt3-prompts gpt3-resources large-language-models prompt-engineering reasoning

Last synced: 15 May 2025

https://github.com/amazon-science/ragchecker

RAGChecker: A Fine-grained Framework For Diagnosing RAG

Last synced: 14 May 2025

https://github.com/amazon-science/siam-mot

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

Last synced: 05 Apr 2025

https://github.com/amazon-science/bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

computer-vision few-shot object-detection pretraining

Last synced: 16 May 2025

https://github.com/amazon-science/refchecker

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

factuality hallucination llms

Last synced: 15 May 2025

https://github.com/amazon-science/earth-forecasting-transformer

Official implementation of Earthformer

Last synced: 05 Apr 2025

https://github.com/amazon-science/RefChecker

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

factuality hallucination llms

Last synced: 04 Apr 2025

https://github.com/amazon-science/sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

Last synced: 06 Apr 2025

https://github.com/amazon-research/sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

Last synced: 05 Apr 2025

https://github.com/amazon-science/esci-data

Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Last synced: 12 Apr 2025

https://github.com/amazon-science/prompt-pretraining

Official implementation for the paper "Prompt Pre-Training with Over Twenty-Thousand Classes for Open-Vocabulary Visual Recognition"

Last synced: 19 Jul 2025

https://github.com/amazon-science/refined

ReFinED is an efficient and accurate entity linking (EL) system.

entity-extraction entity-linking entity-resolution nlp pytorch

Last synced: 13 Apr 2025

https://github.com/amazon-science/tgl

Last synced: 13 Jun 2025

https://github.com/amazon-science/unconditional-time-series-diffusion

Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

diffusion-models neurips neurips-2023 pytorch time-series time-series-forecasting

Last synced: 08 Jul 2025

https://github.com/amazon-science/RAGChecker

RAGChecker: A Fine-grained Framework For Diagnosing RAG

Last synced: 15 Aug 2025

https://github.com/amazon-science/auction-gym

AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.

advertising machine-learning real-time-bidding reinforcement-learning

Last synced: 30 Apr 2025

https://github.com/amazon-science/spot-diff

Project for <SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation> (ECCV 2022)

Last synced: 30 Jun 2025

https://github.com/amazon-science/gan-control

This package provides a pythorch implementation of "GAN-Control: Explicitly Controllable GANs", ICCV 2021.

Last synced: 18 Jul 2025

https://github.com/amazon-science/cceval

CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)

Last synced: 24 Jul 2025

https://github.com/amazon-science/tanl

Structured Prediction as Translation between Augmented Natural Languages

deep-learning natural-language-processing pytorch

Last synced: 03 May 2025

https://github.com/amazon-science/long-short-term-transformer

[NeurIPS 2021 Spotlight] Official implementation of Long Short-Term Transformer for Online Action Detection

online-action-detection video-analysis video-transformer

Last synced: 09 Oct 2025

https://github.com/amazon-science/mintaka

Dataset from the paper "Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering" (COLING 2022)

Last synced: 03 May 2025

https://github.com/amazon-science/tabsyn

Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""

Last synced: 20 Sep 2025

https://github.com/amazon-science/wqa_tanda

This repo provides code and data used in our TANDA paper.

Last synced: 27 Jan 2026

https://github.com/amazon-science/exponential-moving-average-normalization

PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482

computer-vision normalization self-supervised-learning semi-supervised-learning

Last synced: 03 May 2025

https://github.com/amazon-science/meta-q-learning

Code for the paper "Meta-Q-Learning"( ICLR 2020)

deep-learning meta-learning multi-task-learning reinforcement-learning

Last synced: 03 May 2025

https://github.com/amazon-science/glass-text-spotting

Official implementation for "GLASS: Global to Local Attention for Scene-Text Spotting" (ECCV'22)

attention deep-learning detection ocr text-spotting

Last synced: 03 Sep 2025

https://github.com/amazon-science/codesage

CodeSage: Code Representation Learning At Scale (ICLR 2024)

Last synced: 07 Apr 2025

https://github.com/amazon-science/datatuner

Code related to "Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity" paper

Last synced: 04 Oct 2025

https://github.com/amazon-science/auto-rag-eval

Code repo for the ICML 2024 paper "Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation"

evaluation genai llm machine-learning

Last synced: 28 Jun 2025

https://github.com/amazon-science/small-baseline-camera-tracking

A dataset to facilitate the research of Structure-from-Motion (SfM) for movie and TV shows.

Last synced: 03 Mar 2026

https://github.com/amazon-science/bold

Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper

bert bert-model bias fairness-ml gpt-2 language-model nlg nlg-dataset nlp text-generation

Last synced: 12 Feb 2026

https://github.com/amazon-science/omni-detr

PyTorch implementation of Omni-DETR for omni-supervised object detection: https://arxiv.org/abs/2203.16089

object-detection omni-supervised-learning semi-supervised-learning weakly-supervised-learning

Last synced: 09 Oct 2025

https://github.com/amazon-science/fraud-dataset-benchmark

Repository for Fraud Dataset Benchmark

Last synced: 03 May 2025

https://github.com/amazon-science/progressive-coordinate-transforms

Progressive Coordinate Transforms for Monocular 3D Object Detection, NeurIPS 2021

3d-detection kitti-dataset neurips-2021 waymo-open-dataset

Last synced: 03 May 2025

https://github.com/amazon-science/masked-diffusion-lm

Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"

Last synced: 02 Apr 2026

https://github.com/amazon-science/repoformer

Repoformer: Selective Retrieval for Repository-Level Code Completion (ICML 2024)

Last synced: 27 Feb 2026

https://github.com/amazon-science/redset

Redset is a dataset containing three months worth of user query metadata that ran on a selected sample of instances in the Amazon Redshift fleet. We provide query metadata for 200 provisioned and serverless instances each.

dbms redshift

Last synced: 24 Aug 2025

https://github.com/amazon-science/embert

Code for EmBERT, a transformer model for embodied, language-guided visual task completion.

Last synced: 03 May 2025

https://github.com/amazon-science/qa-dataset-converter

Code from the paper "What do Models Learn from Question Answering Datasets?" (EMNLP 2020)

Last synced: 03 May 2025

https://github.com/amazon-science/dq-bart

DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization (ACL 2022)

Last synced: 15 Oct 2025

https://github.com/amazon-science/semi-vit

PyTorch implementation of Semi-supervised Vision Transformers

machine-learning semi-supervised-learning vision-transformer

Last synced: 17 Oct 2025

https://github.com/amazon-science/gluonmm

A library of transformer models for computer vision and multi-modality research

computer-vision iccv-2021 multimodality pytorch transformer video

Last synced: 03 May 2025

https://github.com/amazon-science/fact-graph

Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"

abstractive-summarization factuality

Last synced: 03 May 2025

https://github.com/amazon-science/dstc11-track2-intent-induction

DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue

Last synced: 03 May 2025

https://github.com/amazon-science/azcausal

Causal Inference in Python

causal-inference did panel sdid

Last synced: 05 Mar 2026

https://github.com/amazon-science/long-tailed-ood-detection

Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (ICML'22 Long Presentation)

Last synced: 03 May 2025

https://github.com/amazon-science/proteno

This repository contains data used in the NAACL 2021 Paper - Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems (https://arxiv.org/abs/2104.07777)

Last synced: 12 Feb 2026

https://github.com/amazon-science/transformers-data-augmentation

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

bart bert bert-model data-augmentation gpt

Last synced: 03 May 2025

https://github.com/amazon-science/robust-tableqa

Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer models. 2) LI-RAGE is a robust framework for open-domain TableQA which addresses several limitations. (ACL 2023)

Last synced: 13 Aug 2025

https://github.com/amazon-science/hyperbolic-embeddings

Code for hyperboloid embeddings for knowledge graph entities

Last synced: 07 Mar 2026

https://github.com/amazon-science/recode

Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"

code-generation large-language-models nlp robustness

Last synced: 03 May 2025

https://github.com/amazon-science/dse

Last synced: 03 May 2025

https://github.com/amazon-science/llm-code-preference

Training and Benchmarking LLMs for Code Preference.

code-generation llm-evaluation llm-training llms-benchmarking

Last synced: 07 Oct 2025

https://github.com/amazon-science/tubelet-transformer

This is an official implementation of TubeR: Tubelet Transformer for Video Action Detection

action-detection ava jhmdb transformer tubelet-transformer tuber ucf

Last synced: 03 May 2025

https://github.com/amazon-science/replay-based-recurrent-rl

Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"

meta-learning multi-task-learning reinforcement-learning

Last synced: 04 Jul 2025

https://github.com/amazon-science/contraclm

[ACL 2023] Code for ContraCLM: Contrastive Learning For Causal Language Model

contrastive-learning generative-ai gpt-2 llm nlp

Last synced: 28 Jun 2025

https://github.com/amazon-science/unified-ept

A Unified Efficient Pyramid Transformer for Semantic Segmentation, ICCVW 2021

efficient iccv-2021 pyramid semantic-segmentation transformers

Last synced: 03 May 2025

https://github.com/amazon-science/bartgraphsumm

Implementation of the paper "Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters (NAACL 2021)"

abstractive-summarization

Last synced: 19 Jun 2025

https://github.com/amazon-science/peft-design-spaces

Official implementation for "Parameter-Efficient Fine-Tuning Design Spaces"

Last synced: 07 Oct 2025

https://github.com/amazon-science/carbon-assessment-with-ml

CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity

Last synced: 03 May 2025

https://github.com/amazon-science/piperag

PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design (KDD 2025)

Last synced: 19 Sep 2025

https://github.com/amazon-science/multiatis

Data and code for the paper "End-to-End Slot Alignment and Recognition for Cross-Lingual NLU" (Accepted to EMNLP 2020)

Last synced: 03 May 2025

https://github.com/amazon-science/adaslot

Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]

object-centric object-centric-learning

Last synced: 03 May 2025

https://github.com/amazon-science/contextualunderstanding-contrastivedecoding

Enhancing contextual understanding in large language models through contrastive decoding

Last synced: 19 Sep 2025

https://github.com/amazon-science/c2f-seg

Official Implementation for ICCV'23 paper Coarse-to-Fine Amodal Segmentation with Shape Prior (C2F-Seg).

Last synced: 03 May 2025