ASAPP Research

sru

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

revisit-bert-finetuning

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

wav2seq

Official code for Wav2Seq

aum

sew

dialog-intent-induction

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

abcd

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

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/

flop

Pytorch library for factorized L0-based pruning.

multistream-cnn

Multistream CNN for Robust Acoustic Modeling

simple-tts

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

clip

scale-score

interactive-classification

gold

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

kbc-pomr

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

spoken-ner

constrained-dialogue-generation

webagents-step

dialogue-offline-rl

texrel

Code for paper "TexRel: a Green Family of Datasets for Emergent Communications on Relations", Hugh Perkins, 2021 (https://arxiv.org/abs/2105.12804)

compositional-inductive-bias

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

domain-private-transformers

dyad

workflow-response

aws-admin

tools for managing Amazon Web Services instances

gisting-icl

lsl

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

neural-ilm

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

zero-shot-text-sanitization

This repo contains code to replicate a recent paper.