Archives for language models - Page 5
Gradio is an open-source library for Python language that allows you to quickly create easy to use customizable User Interface components for any ML model. In this article, we will try to implement a Language Translator App Using The Gradio and its Transformer Model, translate a text of a different language using a translator pipeline and build a lightweight app that translates text into a specified language in realtime.
The post Creating A Language Translator App Using Gradio appeared first on Analytics India Magazine.
Recently, OpenAI’s GPT-3 has made headlines after popular multiplayer text adventure game AI Dungeon took a dark turn. The game allowed players to use GPT-3 to generate storylines. And all hell broke loose. The narratives slipped into perverse territory bordering on pedophilia. In the past too, GPT-3 had courted controversy. Like large language models trained…
The post OpenAI Proposes Method To Dilute Toxicity Of GPT-3 appeared first on Analytics India Magazine.
Entity Constrained Insertion Transformer, shortly known as the ENCONTER, introduces entity constraints to control text generation efficiently
The post Complete Guide to ENCONTER: Entity Constrained Insertion Transformer for Language Modeling appeared first on Analytics India Magazine.
Entity Constrained Insertion Transformer, shortly known as the ENCONTER, introduces entity constraints to control text generation efficiently
The post Complete Guide to ENCONTER: Entity Constrained Insertion Transformer for Language Modeling appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
Researchers at Carnegie Mellon University recently conducted an NLP study on social biases present in Bollywood and Hollywood using their AI tool. Subtitles from 700 films were gathered for each industry and analysed, representing seven decades of cultural evolution. The AI tool was trained to complete sentences after learning from the subtitles and progressed to…
The post The Persistent Problem Of Cultural Discrimination In AI Datasets appeared first on Analytics India Magazine.
DeLighT is a deep and light-weight transformer that distributes parameters efficiently among transformer blocks and layers
The post Complete Guide to DeLighT: Deep and Light-weight Transformer appeared first on Analytics India Magazine.
ELECTRA is the present state-of-the-art in GLUE and SQuAD benchmarks. It is a self-supervised language representation learning model
The post How ELECTRA outperforms RoBERTa, ALBERT and XLNet appeared first on Analytics India Magazine.
Researchers from Salesforce have released a new powerful generative language model that reaches a new milestone in generative language models’ history!
The post Guide to Salesforce’s CTRL: Conditional Transformer Language Model appeared first on Analytics India Magazine.
Recently, 55 researchers from more than 40 research labs and academia (including Intel, Microsoft, Google Research) worldwide came together to introduce GEM, a benchmark for natural language generation (NLG). GEM is claimed to be a living benchmark for evaluation of NLG models. The benchmark allows models to be implemented in a large set of corpora…
The post Why Tech Giants Introduced Their Own Benchmark for NLP appeared first on Analytics India Magazine.