KaiQiangSong

CAP5415_ComputerVision

For 2017 Fall, CAP5415_Computer Vision Program Assignments

CATE

code for paper "CATE: Computation-aware Neural Architecture Encoding with Transformers"

constituency-parsing-visualization

control-over-copying

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

joint_parse_summ

(AAAI'20) The source code for the paper "Joint Parsing and Generation for Abstractive Summarization".

struct_infused_summ

(COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".

varying-length-summ

We provide the source code for the paper "A New Approach to Overgenerating and Scoring Abstractive Summaries" accepted at NAACL'21. If you find the code useful, please cite the following paper.

GrndPodcastSum

(ACL 2022) The source code for the paper "Towards Abstractive Grounded Summarization of Podcast Transcripts"

season

[EMNLP 2022] Salience Allocation as Guidance for Abstractive Summarization

control-over-copying

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

KaiQiangSong/multilingual-rouge

A multilingual rouge package (followed rouge_score) using BPE-tokenizer (from huggingface)

KaiQiangSong/pl-training

KaiQiangSong/InfoBench

KaiQiangSong/nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

KaiQiangSong/season

[EMNLP 2022] Salience Allocation as Guidance for Abstractive Summarization

KaiQiangSong/AI-Paper-Collector

Fully-automated scripts for collecting AI-related papers

KaiQiangSong/awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

KaiQiangSong/ChatGPT

Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.

KaiQiangSong/DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

KaiQiangSong/DataLab

The unified platform for data-related resources.

KaiQiangSong/DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

KaiQiangSong/DeepSpeedExamples

Example models using DeepSpeed

KaiQiangSong/diffusers

KaiQiangSong/docAMR

code for document level AMR representation and evaluation

KaiQiangSong/flash-attention

Fast and memory-efficient exact attention

KaiQiangSong/gitignore

A collection of useful .gitignore templates

KaiQiangSong/gpt-crawler

Crawl a site to generate knowledge files to create your own custom GPT from a URL

KaiQiangSong/helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

KaiQiangSong/knn-transformers

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

KaiQiangSong/LLaMA-Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

KaiQiangSong/LLMDataHub

A quick guide (especially) for trending instruction finetuning datasets

KaiQiangSong/lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

KaiQiangSong/long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

KaiQiangSong/narrasum

KaiQiangSong/nlp-in-ling

Natural Language Processing Research in North American Linguistics Departments

KaiQiangSong/NLPDataSet

记录本人整理的一些数据集

KaiQiangSong/summarization-datasets

Pre-processing and in some cases downloading of datasets for the paper "Content Selection in Deep Learning Models of Summarization."

KaiQiangSong/theme-academic-cv

KaiQiangSong/transformer-ls

Official implementation of Long-Short Transformer in PyTorch.

KaiQiangSong/transformers-bloom-inference

Fast Inference Solutions for BLOOM