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ASAPP Research's Projects

abcd icon abcd

Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

aws-admin icon aws-admin

tools for managing Amazon Web Services instances

compositional-inductive-bias icon compositional-inductive-bias

Code for paper "A Framework for Measuring Compositional Inductive Bias", Hugh Perkins, 2021 (https://arxiv.org/abs/2103.04180)

dialog-intent-induction icon dialog-intent-induction

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

flambe icon flambe

An ML framework to accelerate research and its path to production.

flop icon flop

Pytorch library for factorized L0-based pruning.

gold icon gold

Official repository for "GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation"

kbc-pomr icon kbc-pomr

Code for the paper "Knowledge Base Completion for Constructing Problem-Oriented Medical Records" at MLHC 2020

lsl icon lsl

Shaping Visual Representations with Language for Few-shot Classification, ACL 2020

neural-ilm icon neural-ilm

Code for paper "Compositionality Through Language Transmission, using Artificial Neural Networks", Hugh Perkins, 2021 (https://arxiv.org/abs/2101.11739)

revisit-bert-finetuning icon revisit-bert-finetuning

For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).

simple-tts icon simple-tts

Contains the code associated with the ICLR submission for our text-to-speech diffusion model

slue-toolkit icon slue-toolkit

A toolkit for Spoken Language Understanding Evaluation (SLUE) benchmark. Refer paper https://arxiv.org/abs/2111.10367 for more details. Official website: https://asappresearch.github.io/slue-toolkit/

sru icon sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

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