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allennlp

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

arduino

btg-seq2seq

covert-channel

covert-channel based on IPID

dgmaml-semparse

disco_em19

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

ec

envgen

flash-linear-attention

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

gated_linear_attention

grammar-prompting

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

higher

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

jekyll-translation

Jekyll-translation

llm-foundry

LLM training code for MosaicML foundation models

megatron-lm

Ongoing research training transformer models at scale

memnn

Implementation of Memory Network in pyTorch

nest-trans-em18

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

overlapping-ner-em18

Implementation of Neural Segmental Hypergraph

pi

raspberry

sa-sent

Implementation for SA-LSTM

seq-test

Understand and test language model architectures on synthetic tasks.

seq_icl

serving

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

sparc_atis_pytorch

sparse-structured-attention

Sparse and structured neural attention mechanisms

spider

network spider

tensor2struct-public

Semantic parsers based on encoder-decoder framework

traffic-counting

little traffic couting tool based on qt,bgs,cvblob

vics

a simple flask website

weaksp_em19

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