188 Open source projects that are alternatives of or similar to 2021-dialogue-summary-competition

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

Natural Language Processing notes and implementations.

Augmentation scripts for the bAbI Dialog Tasks dataset

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

おーぷん2ちゃんねるをクロールして作成した対話コーパス

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

Few-shot learning framework for opinion summarization published at EMNLP 2020.

Dialogue-Based Relation Extraction

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Notetaking Electron app that can answer your questions and makes summaries for you

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

Automatic machine learning for tabular data. ⚡🔥⚡

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Neural HMMs are all you need (for high-quality attention-free TTS)

A Dataset for Thai Text Summarization with over 310K articles.

CVAE_XGate model in paper "Xu, Dusek, Konstas, Rieser. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity"

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

neural network based speaker embedder

用 rasa 实现 rasa demo 机器人，有一些惊奇的功能，faq，图谱，多轮等

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.

TOWARDS AN AUTOMATIC TURING TEST: LEARNING TO EVALUATE DIALOGUE RESPONSES

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

This repo is the home of Romanian Transformers.

A FOSS Branching Game Dialogue Editor

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)

An Easy To Use PyTorch Computer Vision Library

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.

A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

A seq2seq with attention dialogue/MT model implemented by TensorFlow.

Custom ML tracking experiment and debugging tools.

Adapt Transformer-based language models to new text domains

Flexible components pairing 🤗 Transformers with Pytorch Lightning

Experiments with Hugging Face 🔬 🤗

non-anonymized cnn/dailymail dataset for text summarization

Dynamic Entity Summarization (DynES)

source code for 'Improving automatic source code summarization via deep reinforcement learning'

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

Light Face Detection using PyTorch Lightning

Source code for our "TitleStylist" paper at ACL 2020

No description or website provided.

US Bill Summarization Corpus

Dialogue Plugin System for Unreal Engine | 🪞 Mirror of https://bit.ly/DlgSource

The pytorch implementation of paper "DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization"

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

Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.

A python library to compute rouge score for summarization

Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

Code for our paper "Semantic Representation for Dialogue Modeling" in ACL2021