A new technique called “Skeleton-of-Thought” (SoT) shows promise for significantly speeding up text generation from large…
Category: Emsi
In this category I publish my original content that is blog posts, analysis, articles, random thoughts, experiments, etc. All that is not purely a feed of stuff that I’ve found on the internet.
Leveraging Language Models to Enhance Personalized Recommendations
A new study published in arXiv explores prompting strategies to improve personalized recommendations using large language…
New Study Finds Biases Limit Benefits of Human-AI Collaboration in Radiology
A new experimental study published in a top economics journal has found that biases in how…
AI-Generated Product Ideas Outperform Humans in Quality and Quantity
A new study from researchers suggests that large language models (LLMs) like ChatGPT can generate higher…
Code Generation Gets a Boost from PanGu-Coder2
A new AI system called PanGu-Coder2 is poised to advance the state of the art in…
LLaMA-2-7B-32K Pushes the Limits of Context Length
Together AI, an AI research company, published a post detailing their work on extending the context…
Adversarial Attacks Reveal Cracks in LLM Alignment
A new paper from researchers at CMU and others reveals systemic vulnerabilities in current techniques aimed…
Scaling TransNormer to 175 Billion Parameters
The field of natural language processing has seen monumental advances with the rise of large language…
Reasoning or Rambling? New Study Questions Logic Behind AI Reasoning
A new paper from Stanford researchers calls into question whether prompting large language models like GPT-3…
Calibration Techniques Improve Probability Estimates from Machine Learning Models
A recent study published in the Proceedings of Machine Learning Research investigated methods for calibrating probabilistic…
New Benchmark Tests the Limits of AI Reasoning Abilities
A new benchmark dataset called the Advanced Reasoning Benchmark (ARB) aims to push artificial intelligence systems…
New Web Agent to Navigate Real Websites
A team of researchers from Google DeepMind and University of Tokyo has developed a new web…
BTLM-3B-8K: Performance in a 3 Billion Parameter Model
A new language model called BTLM-3B-8K has achieved state-of-the-art accuracy among 3 billion parameter models, rivaling…
New Research Investigates Faithfulness of Reasoning from AI Systems
A new paper from Anthropic researchers explores whether the reasoning that large language models (LLMs) provide…
Can AI-Generated Text be Reliably Detected? New Research Raises Doubts
A new research paper from the University of Maryland has cast doubts on the reliability of…
Evaluating AI Systems Beyond Human Abilities
As artificial intelligence systems continue to advance, researchers are faced with a new challenge – how…
New Framework Unifies Diverse Conversational AI Datasets
New DialogStudio Framework Unifies Diverse Conversational AI Datasets. Key iformation: The ability of conversational AI systems…
Re-evaluating Claims of Speedups from Efficient Training Algorithms
Training massive neural networks requires extraordinary amounts of computation, often costing millions of dollars and emitting…
GPT-4’s Alleged Decline Over Time: A Misinterpretation
The Truth Behind Claims of GPT-4’s Declining Performance A new paper analyzing different versions of GPT-3.5…
Economists Exposed: New Study Cracks Anonymity of Controversial Job Forum
A new research paper has uncovered flaws in the anonymization system used on the popular Economics…