Language model, Information retrieval, Speech recognition, Natural language processing, Artificial intelligence, Translation

Retrieval Augmented Generation: Streamlining the creation of intelligent natural language processing models

On Sep 28, 2020
@_rockt shared
RT @huggingface: We're excited to announce the🤗Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai! Paper: https://t.co/KgiUdQ8Gzg Demo: https://t.co/RigCiHuqTK 🤗Doc: https://t.co/o2bUBmzLvJ Blog post: https://t.co/J18sYTa6Da https://t.co/NBjy4tEjSz
Open

Teaching computers to understand how humans write and speak, known as natural language processing or NLP, is one of the oldest challenges in AI research. There has been…

ai.facebook.com
On Sep 28, 2020
@_rockt shared
RT @huggingface: We're excited to announce the🤗Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai! Paper: https://t.co/KgiUdQ8Gzg Demo: https://t.co/RigCiHuqTK 🤗Doc: https://t.co/o2bUBmzLvJ Blog post: https://t.co/J18sYTa6Da https://t.co/NBjy4tEjSz
Open

Retrieval Augmented Generation: Streamlining the creation of intelligent natural language processing models

Retrieval Augmented Generation: Streamlining the creation of intelligent natural language processing models

Teaching computers to understand how humans write and speak, known as natural language processing or NLP, is one of the oldest challenges in AI research. There has been…

NLP Research Highlights — Issue #1

NLP Research Highlights — Issue #1

Introducing a new dedicated series to highlight the latest interesting natural language processing (NLP) research.

Microsoft researchers claim ‘state-of-the-art’ biomedical NLP model

Microsoft researchers claim ‘state-of-the-art’ biomedical NLP model

Microsoft researchers propose a new training technique that achieves state-of-the-art performance in natural language processing biomedical tasks.

Facebook research being presented at ACL 2019

Facebook research being presented at ACL 2019

Researchers from Facebook are presenting a wide range of research at the 2019 meeting of the Association for Computational Linguistics (ACL).

No time to read AI research? We summarized top 2018 papers for you

No time to read AI research? We summarized top 2018 papers for you

Trying to keep up with AI research papers can feel like an exercise in futility given how quickly the industry moves. If you’re buried in papers to read that you haven’t quite gotten around ...

Understanding the trends driving natural language processing adoption

Understanding the trends driving natural language processing adoption

Contemporary developments in NLP include deploying those models alongside conventional rules-based ones for more accurate text analytics, conversational AI, sentiment analysis and a host of ...

More Effective Transfer Learning for NLP

More Effective Transfer Learning for NLP

  This spring I presented a talk entitled “Effective Transfer Learning for NLP” at ODSC East. The talk was intended …

NATURAL LANGUAGE PROCESSING (NLP) SYMPOSIUM

NATURAL LANGUAGE PROCESSING (NLP) SYMPOSIUM

  Held Virtually – event open to Vector researchers and industry sponsors only     The Vector Institute is hosting a Natural Language Processing (NLP) Symposium showcasing the NLP project ...

PyText: A seamless path from NLP research to production

PyText: A seamless path from NLP research to production

Task uses the Data Handler to create batch iterators over training, evaluation and test data- PyText: A seamless path from NLP research to production using PyTorch Data Handler TrainerTask ...

Controlling Text Generation with Plug and Play Language Models

Controlling Text Generation with Plug and Play Language Models

Plug and Play Language Model, introduced by Uber AI Labs, gives NLP practitioners the flexibility to plug in one or more simple attribute models into a large, unconditional language model.

Deep Learning for Natural Language Processing: 2016-2017

Deep Learning for Natural Language Processing: 2016-2017

Department of Computer Science, 2016-2017, dl, Deep Learning for Natural Language Processing

Join GitHub today

Join GitHub today

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models. - Novetta/adaptnlp

Introducing MASS – A pre-training method that outperforms BERT and GPT in sequence to sequence language generation tasks

Introducing MASS – A pre-training method that outperforms BERT and GPT in sequence to sequence language generation tasks

Pre-training is a hot topic in NLP research and models like BERT and GPT have definitely delivered exciting breakthroughs. The challenge is in upping our game in finer sequence to sequence ...

The era of fake writing is upon us

The era of fake writing is upon us

A new reason to be skeptical of posts you read online.

Best Books for Natural Language Processing You Should Read in 2020

Best Books for Natural Language Processing You Should Read in 2020

Are you looking for Best Books for Natural Language Processing?. If yes, then your search will end after reading this article. Here, I will discuss Best...

Artificial intelligence: Does another huge language model prove anything?

Artificial intelligence: Does another huge language model prove anything?

Google's chatbot Meena is the largest artificial intelligence language model released to date. The results are impressive, but has it moved the needle on NLP?

Salesforce open sources research to advance state of the art in AI for common sense reasoning

Salesforce open sources research to advance state of the art in AI for common sense reasoning

Deep learning is great for many applications, but common sense reasoning is not one of them. New research from Salesforce promises to alleviate this, advancing previous results by a ...