Natural Language Processing Group
Nouvelles et reportages
GENEVA uses large language models for interactive game narrative design
| Sudha Rao, Chris Brockett, et Bill Dolan
Designed for interactive storytelling in games, GENEVA lets users explore narrative paths and adapt stories to diverse contexts. It uses LLMs to generate and visualize branching narratives from high-level descriptions, representing them as graphs.
Research Focus: Week of June 24, 2024
In this issue: RENC makes 5G vRAN servers more energy efficient; CoExplorer uses AI to keep video meetings on track; Automatic bug detection in LLM-powered text-based games; MAIRA-2: Grounded radiology report generation.
Research Focus: Week of May 27, 2024
How can generative AI tools represent less common identities and narratives; Can LLMs help players participate in game narratives; Using LLMs to improve geospatial demographic data; A Graph RAG Approach to Query-Focused Summarization; and more.
GODEL: Combining goal-oriented dialog with real-world conversations
| Baolin Peng, Michel Galley, Lars Liden, Chris Brockett, Zhou Yu, et Jianfeng Gao
They make restaurant recommendations, help us pay bills, and remind us of appointments. Many people have come to rely on virtual assistants and chatbots to perform a wide range of routine tasks. But what if a single dialog agent, the…
Dans l’actualité | VentureBeat
Microsoft researchers say NLP bias studies must consider role of social hierarchies like racism
As the recently released GPT-3 and several recent studies demonstrate, racial bias, as well as bias based on gender, occupation, and religion, can be found in popular NLP language models. But a team of AI researchers wants the NLP bias…
Dans l’actualité | InfoQ
Microsoft Releases DialogGPT AI Conversation Model
Microsoft Research’s Natural Language Processing Group released the dialogue generative pre-trained transformer (DialoGPT), a pre-trained deep-learning natural language processing (NLP) model for automatic conversation response generation. The model was trained on over 147M dialogues and achieves state-of-the-art results on several benchmarks.
Dans l’actualité | AdWeek
Microsoft Warns Its Advanced Chatbot Might Say Offensive Things
Microsoft researchers have released a chatbot version of a cutting-edge text generator trained on tens of millions of Reddit posts—albeit with a disclaimer in place should things get offensive.
Dans l’actualité | The Register
What could go wrong? Redmond researchers release a blabbering bot trained on Reddit chats
Microsoft researchers have built a chatbot from OpenAI’s text-generating model GPT-2, and trained it on millions of conversations scraped from… oh crap. Reddit.
Dans l’actualité | Microsoft Asia News Center
The art of augmentation: Human intelligence and artificial intelligence working together
Hollywood loves making movies about computers going crazy, robots running riot, and technology taking over. Science fiction blockbusters with apocalyptic twists often top the box office. But have they ever made you wonder about something more serious? After all, advances…