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language-modeling

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quark0 / darts

Star 4k

Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search
  • Updated Jan 3, 2021
  • Python

allenai / RL4LMs

Star 2.4k

A modular RL library to fine-tune language models to human preferences

nlp natural-language-processing reinforcement-learning machine-translation text-generation language-modeling summarization dialogue-generation table-to-text
  • Updated Mar 1, 2024
  • Python

EgoAlpha / prompt-in-context-learning

Star 2.2k

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 cot pre-training ai-agent prompt-learning in-context-learning llm prompt-engineering chain-of-thought prompt-based-learning chatgpt chatgpt-api large-language-model
  • Updated May 29, 2026
  • Jupyter Notebook

pemistahl / lingua-go

Star 1.4k

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
  • Updated Feb 6, 2025
  • Go

uber-research / PPLM

Star 1.2k

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
  • Updated Feb 20, 2024
  • Python

Separius / BERT-keras

Star 813

Keras implementation of BERT with pre-trained weights

nlp theano tensorflow keras language-modeling transformer transfer-learning pretrained-models
  • Updated Jul 26, 2019
  • Python

songlab-cal / tape

Star 741

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
  • Updated Dec 11, 2022
  • Python

meta-toolkit / meta

Star 715

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
  • Updated Apr 17, 2023
  • C++

google-deepmind / long-form-factuality

Star 692

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
  • Updated Jun 18, 2026
  • Python

DmitryRyumin / INTERSPEECH-2023-24-Papers

Star 685

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
  • Updated Dec 25, 2024

hirofumi0810 / neural_sp

Star 595

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
  • Updated Aug 30, 2021
  • Python

jeffhj / LM-reasoning

Star 571

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
  • Updated Nov 13, 2023

DmitryRyumin / ICASSP-2023-24-Papers

Star 525

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
  • Updated May 5, 2025
  • Python

yxuansu / SimCTG

Star 477

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

nlp language-modeling decode deeplearning languagemodel textgeneration contrastive-learning
  • Updated Mar 7, 2024
  • Python

shmsw25 / FActScore

Star 456

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
  • Updated Apr 13, 2025
  • Python

majumderb / rezero

Star 416

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

deep-neural-networks language-modeling transformer resnet pytroch
  • Updated Jul 25, 2024
  • Python

madaan / memprompt

Star 331

A method to fix GPT-3 after deployment with user feedback, without re-training.

feedback language-modeling user-feedback language-generation few-shot-learning gpt-3 gpt-3-prompt prompt-tuning
  • Updated Apr 4, 2023
  • Python

muditbhargava66 / PyxLSTM

Star 306

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

language-modeling lstm sequence-modeling xlstm
  • Updated Jun 28, 2024
  • Python

UIC-Liu-Lab / ContinualLM

Star 294

An Extensible Continual Learning Framework Focused on Language Models (LMs)

natural-language-processing language-modeling transfer-learning language-model knowledge-transfer continual-learning catastrophic-forgetting transformer-architecture domain-adaptive-pretraining
  • Updated Jan 28, 2024
  • Python

NVlabs / RLP

Star 253

[ICLR 2026] Official PyTorch Implementation of RLP: Reinforcement as a Pretraining Objective

reinforcement-learning language-modeling policy-gradient reasoning pretraining large-language-models grpo
  • Updated Jan 26, 2026

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