berlino

tensor2struct-public

Semantic parsers based on encoder-decoder framework

gated_linear_attention

SA-Sent

Implementation for SA-LSTM

grammar-prompting

Grammar Prompting for Domain-Specific Language Generation with Large Language Models

seq_icl

nest-trans-em18

Code for "A Neural Transition-based Model for Nested Mention Recognition"

MemNN

Implementation of Memory Network in pyTorch

overlapping-ner-em18

Implementation of Neural Segmental Hypergraph

weaksp_em19

Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)

btg-seq2seq

disco_em19

A Neural Two-Stage Approach for Recognizing Discontiguous Entities (EMNLP 2019)

dgmaml-semparse

traffic-counting

little traffic couting tool based on qt,bgs,cvblob

Megatron-LM

Ongoing research training transformer models at scale

arduino

flash-linear-attention

Fast implementations of causal linear attention for autogressive language modeling (Pytorch)

Jekyll-translation

Jekyll-translation

seq-test

Understand and test language model architectures on synthetic tasks.

serving

A flexible, high-performance serving system for machine learning models

allennlp

An open-source NLP research library, built on PyTorch.

ec

EnvGen

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

llm-foundry

LLM training code for MosaicML foundation models

pi

raspberry

sparc_atis_pytorch

sparse-structured-attention

Sparse and structured neural attention mechanisms

spider

network spider

VICS

a simple flask website

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.