language-modeling

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

chatbot prompt language-modeling prompt-toolkit cot pre-training language-understanding prompt-learning prompt-tuning in-context-learning llm prompt-engineering chain-of-thought prompt-based-learning chatgpt chatgpt-api large-language-model prompt-design

UpdatedDec 26, 2024
Jupyter Notebook

pemistahl /lingua-go

Star1.2k

The most accurate natural language detection library for Go, suitable for short text and mixed-language text

nlp go natural-language-processing language-detection language-modeling golang-library text-processing nlp-machine-learning language-recognition language-processing language-identification language-classification

UpdatedFeb 6, 2025
Go

uber-research /PPLM

Star1.1k

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

nlp machine-learning natural-language-processing deep-learning language-modeling natural-language-generation

UpdatedFeb 20, 2024
Python

Separius /BERT-keras

Star814

Keras implementation of BERT with pre-trained weights

nlp theano tensorflow keras language-modeling transformer transfer-learning pretrained-models

UpdatedJul 26, 2019
Python

meta-toolkit /meta

Star703

A Modern C++ Data Sciences Toolkit

nlp search-engine c-plus-plus graph-algorithms text-classification word-embeddings text-analysis language-modeling inverted-index text-analytics pos-tag nlp-parsing

UpdatedApr 17, 2023
C++

songlab-cal /tape

Star683

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

benchmark deep-learning protein-structure language-modeling pytorch dataset semi-supervised-learning protein-sequences

UpdatedDec 11, 2022
Python

DmitryRyumin /INTERSPEECH-2023-24-Papers

Star662

INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

signal-processing machine-translation transmission language-modeling speech-synthesis speech-recognition lexical-analysis acoustic prosody asr speech-analysis adaptation linguistic-analysis speech-production audio-signals interspeech self-supervised-learning speech-technology interspeech2023 interspeech2024

UpdatedDec 25, 2024

hirofumi0810 /neural_sp

Star596

End-to-end ASR/LM implementation with PyTorch

streaming speech language-modeling pytorch transformer speech-recognition seq2seq attention automatic-speech-recognition sequence-to-sequence language-model attention-mechanism asr ctc rnn-transducer transformer-xl

UpdatedAug 30, 2021
Python

google-deepmind /long-form-factuality

Star591

Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".

language benchmark metrics evaluation language-modeling dataset factuality large-language-models

UpdatedMar 6, 2025
Python

jeffhj /LM-reasoning

Star559

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

natural-language-processing language-modeling artificial-intelligence awesome-list human-intelligence language-models reasoning deductive-reasoning paper-list gpt-3 prompt-learning in-context-learning large-language-models llm prompt-engineering chain-of-thought chatgpt

UpdatedNov 13, 2023

yxuansu /SimCTG

Star471

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

nlp language-modeling decode deeplearning languagemodel textgeneration contrastive-learning

UpdatedMar 7, 2024
Python

DmitryRyumin /ICASSP-2023-24-Papers

Star445

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

signal-processing language-modeling speech-recognition image-generation vad face-recognition music-generation keyword-spotting semantic-segmentation asr denoising icassp domain-adaptation generative-models multimodal-learning spoken-language-understanding self-supervised-learning signal-restoration icassp2023 icassp2024

UpdatedJan 9, 2025
Python

majumderb /rezero

Star407

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

deep-neural-networks language-modeling transformer resnet pytroch

UpdatedJul 25, 2024
Python

shmsw25 /FActScore

Star331

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

language evaluation language-modeling factuality emnlp2023