Pinned Repositories
alexa-teacher-models
auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
bigdetection
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
chronos-forecasting
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
earth-forecasting-transformer
Official implementation of Earthformer
mm-cot
Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)
patchcore-inspection
RAGChecker
RAGChecker: A Fine-grained Framework For Diagnosing RAG
RefChecker
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
siam-mot
SiamMOT: Siamese Multi-Object Tracking
Amazon Science's Repositories
amazon-science/patchcore-inspection
amazon-science/cceval
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)
amazon-science/tabsyn
Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""
amazon-science/long-short-term-transformer
[NeurIPS 2021 Spotlight] Official implementation of Long Short-Term Transformer for Online Action Detection
amazon-science/mxeval
amazon-science/glass-text-spotting
Official implementation for "GLASS: Global to Local Attention for Scene-Text Spotting" (ECCV'22)
amazon-science/QA-ViT
amazon-science/Repoformer
Repoformer: Selective Retrieval for Repository-Level Code Completion (ICML 2024)
amazon-science/doc-mt-metrics
amazon-science/page-link-path-based-gnn-explanation
amazon-science/camml
CaMML:Context-Aware MultiModal Learner for Large Models (ACL 2024 SAC Award)
amazon-science/factual-confidence-of-llms
Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"
amazon-science/path-consistency
amazon-science/tree-of-traversals
amazon-science/explainable-trajectory-prediction
Official code repository for the ICLR 2022 paper "You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction".
amazon-science/graph-lm-ensemble
amazon-science/mezo_svrg
Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"
amazon-science/learning-to-generate-answers-with-citations
Repository for CaLF: Learning to Generate Answers with Citations via Factual Consistency Models. CaLF is a weakly-supervised fine-tuning method leveraging factual consistency models to improve the quality of generated answers and their citations. [ACL 2024]
amazon-science/steerfair
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach (ICML 2024)
amazon-science/MASSIVE-AMR
A dataset with more than 84,000 manually annotated AMR graphs for 1,685 information-seeking utterances mapped to 50+ typologically diverse languages.
amazon-science/preference-driven-mt
amazon-science/vigor
amazon-science/operator-probconserv
Official implementation of Operator-ProbConserv: OOD UQ for Neural Operators
amazon-science/ccsum
amazon-science/mada_optimizer_search
Code the ICML 2024 paper: "MADA: Meta-Adaptive Optimizers through hyper-gradient Descent"
amazon-science/collage
amazon-science/common-fate-fishbowl
amazon-science/krylov-cubic-regularized-newton
Code for the AISTATS 2024 paper: "Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate".
amazon-science/MAGID
amazon-science/prism-finetuned