🔬 Research Summary by Griffin Adams, a final year NLP PhD student at Columbia University under Noémie Elhadad and Kathleen McKeown, who will be starting as the Head of Clinical NLP for Stability AI in … [Read more...] about From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Technical Methods
Measuring Value Understanding in Language Models through Discriminator-Critique Gap
🔬 Research Summary by Zhaowei Zhang, a Ph.D. student at Peking University, researching Intent Alignment and Multi-Agent Systems for building a trustworthy and social AI system. [Original paper by Zhaowei Zhang, … [Read more...] about Measuring Value Understanding in Language Models through Discriminator-Critique Gap
Open and Linked Data Model for Carbon Footprint Scenarios
🔬 Research Summary by Boris Ruf, an AI researcher at AXA, focusing on algorithmic fairness and digital sustainability. [Original paper by Boris Ruf and Marcin Detyniecki] Overview: Measuring the carbon … [Read more...] about Open and Linked Data Model for Carbon Footprint Scenarios
LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI’s ChatGPT Plugins
🔬 Research Summary by Umar Iqbal, an Assistant professor at Washington University in St. Louis, researching computer security and privacy. [Original paper by Umar Iqbal (Washington University in St. Louis), … [Read more...] about LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI’s ChatGPT Plugins
Defining a Research Testbed for Manned-Unmanned Teaming Research
🔬 Research Summary by Dr. James E. McCarthy and Dr. Lillian K.E. Asiala. Dr. McCarthy is Sonalysts’ Vice President of Instructional Systems and has 30+ years of experience developing adaptive training and … [Read more...] about Defining a Research Testbed for Manned-Unmanned Teaming Research