nlp

AI orbit monitor — papers, models, benchmarks, company news in one dashboard. 40+ sources, LMArena leaderboard, local LLM summary.

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

Voice assistant SDK for iOS devices written in Swift

Generate an accurate, timestamped transcript given an audio file and its text using Google Cloud's Speech-to-Text API via gRPC.

Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapters.

BoDmagh dataset is a Supervised Fine-Tuning (SFT) dataset for the Darija language

Locally fine-tuned Russian RAG models: document splitter, query expansion, retrieval embedder. Teacher distillation → GGUF → llama.cpp on AMD Vulkan. Commercial-OK licenses.

A web application to summarize a given input data

📚 Learn Google Colab、Python、ML、OpenAI、Whisper、spaCy、NLP、HuggingFace

Minimal local-first multimodal RAG library powered by SQLite + sqlite-vec.

YesBut - Multimodal Satire Comprehension Dataset

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

Implementation of build an LLM from scratch by Sebastian Raschka.

A collection of Korean NLP hands-on labs on Amazon SageMaker

The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp

Question Answering model based on DistilBERT, trained and evaluated on the SQUAD dataset

How to build a multi-label sentiment classifiers with Tez and PyTorch

My own playground for PLP (Programming Language Processing) using DeepLearning techniques

ICE-PIXIU：A Cross-Language Financial Megamodeling Framework

LLM-adaptive embeddings (Zero-shot / LoRA) with Generative Topic Modeling & Agent-based workflow for social science text mining