wenyudu

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

gpt-3

GPT-3: Language Models are Few-Shot Learners

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

FlagAI

FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

fastmoe

A fast MoE impl for PyTorch

pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

causal-text-papers

Curated research at the intersection of causal inference and natural language processing.

KENLG-Reading

Author: Wenhao Yu (wyu1@nd.edu). ACM Computing Survey'22. Reading list for knowledge-enhanced text generation, with a survey.

Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

nlp_newsletter

📰Natural language processing (NLP) newsletter

transition-amr-parser

SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

testSignificanceNLP

NL2LF

The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。

cartography

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

blimp

The Benchmark of Linguistic Minimal Pairs

iclr2024-openreview-submissions

ICLR 2024 OpenReivew Submission Data

Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

demix

DEMix Layers for Modular Language Modeling

nessie

Automatically detect errors in annotated corpora.

PPTC

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion

TrainingDynamics

Compute training dynamics, plot data cartography, analysing data quality...

MoA

Mixture of Attention Heads

StructAdapt

Structural Adapters in Pretrained Language Models for AMR-to-Text Generation (EMNLP 2021)

syntactic-generalization

Code and data for "A Systematic Assessment of Syntactic Generalization in Neural Language Models"

MAE

imitkd