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/auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
amazon-science/siam-mot
SiamMOT: Siamese Multi-Object Tracking
amazon-science/prompt-pretraining
Official implementation for the paper "Prompt Pre-Training with Over Twenty-Thousand Classes for Open-Vocabulary Visual Recognition"
amazon-science/fact-check-summarization
amazon-science/embert
Code for EmBERT, a transformer model for embodied, language-guided visual task completion.
amazon-science/recode
Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"
amazon-science/tofueval
amazon-science/iwslt-autodub-task
amazon-science/slang-llm-benchmark
amazon-science/summary-reference-revision
amazon-science/comm-prompt
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))
amazon-science/ContextualUnderstanding-ContrastiveDecoding
Enhancing contextual understanding in large language models through contrastive decoding
amazon-science/e2e-docie
amazon-science/llm-open-domain-table-reasoner
Official implementation of OpenTab (ICLR2024)
amazon-science/stac-speech-translation
amazon-science/object-centric-vol
amazon-science/adversarial-robustness-with-nonuniform-perturbations
amazon-science/quantile-mia
amazon-science/context-aware-llm-clustering
amazon-science/ope-learn-action-embeddings
Learning Action Embeddings for Off-Policy Evaluation
amazon-science/geographical-erasure-in-language-generation
Code accompanying 'Geographical Erasure in Language Generation', EMNLP '23 Findings.
amazon-science/causal-self-compatibility
Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"
amazon-science/summarization-sicf-score
amazon-science/mlp-rank-pruning
MLP-Rank: A graph theoretical approach to structured pruning of deep neural networks based on weighted Page Rank centrality as introduced by the related thesis.
amazon-science/boostedadassp
amazon-science/contrastive_emc2
Code the ICML 2024 paper: "EMC^2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence"
amazon-science/entity-salience-short-documents
A dataset for evaluating entity salience prediction on extremely short documents
amazon-science/nowcasting-recession-risk
amazon-science/ParaAMR
amazon-science/musketeer
Musketeer: A Vision-Language Model with Task Explanation Prompts