Amazon Science's repositories
fraud-dataset-benchmark
Repository for Fraud Dataset Benchmark
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"
probconserv
Datasets and code for results presented in the ProbConserv paper
carbon-assessment-with-ml
CaML: Carbon Footprinting of Household Products with Zero-Shot Semantic Text Similarity
adaptive-in-context-learning
AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection
explainable-trajectory-prediction
Official code repository for the ICLR 2022 paper "You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction".
incremental-parsing
Incremental Python parser for constrained generation of code by LLMs.
intent-aware-encoder
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
ope-learn-action-embeddings
Learning Action Embeddings for Off-Policy Evaluation
multi-way-parallel-ccmatrix
Code for "A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism"
frictional-utterances-clustering
This is a package to apply clustering algorithms to utterances, embedded with a fine-tuned version of SupervisedIntentClustering package.
supervised-intent-clustering
This is a package to fine-tune language models in order to create clustering-friendly embeddings.