NLP made easy

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

中文文本摘要（text summarization）工具包, 抽取式中文文本摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

Abstractive summarisation using Bert as encoder and Transformer Decoder

A powerful dataset generator for Rasa NLU, inspired by Chatito

An NLP system for generating reading comprehension questions

Papers and Book to look at when starting AGI 📚

The PyTorch implementation of fine-tuning the GPT-2(Generative Pre-trained Transformer 2) for dialogue generation.

Chart-to-Text: Generating Natural Language Explanations for Charts by Adapting the Transformer Model

Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

EMNLP2020 - Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph

AAAI-20 paper: Cross-Lingual Natural Language Generation via Pre-Training

Code accompanying our papers on the "Generative Distributional Control" framework

The PyTorch implementation of the transformer for machine translation.

Task-oriented Chatbot

Code for A Hierarchical Model for Data-to-Text Generation (Rebuffel, Soulier, Scoutheeten, Gallinari; ECIR 2020)

[EMNLP'21] Plan-then-Generate: Controlled Data-to-Text Generation via Planning

The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020)