A new open-source language model named Lemur, introduced in a paper from researchers at the University…
Category: ARTICLE
Articles and other larger forms like tutorials and analysis for anyone wanting to learn more about how AI is progressing.
Rethinking Calibration for More Robust Large Language Models
Large language models (LLMs) like GPT-3 have shown impressive capabilities when prompted with instructions or given…
Automated Program Repair Deployed at Facebook
Facebook researchers have achieved a major milestone in automated program repair with the deployment of SapFix,…
New Tool-Integrated Reasoning Agents Achieve Major Gains in Mathematical Problem Solving
A new study from researchers at Tsinghua University and Microsoft presents ToRA, a series of novel…
Improved Baselines for Visual Instruction Tuning Models
Researchers from the University of Wisconsin-Madison and Microsoft Research have developed improved baselines for visual instruction…
Borges and AI: A New Perspective on Language Models
A new paper by researchers Léon Bottou and Bernhard Schölkopf offers a novel perspective on large…
New Decoding Method Boosts Reasoning in AI Models
Researchers from UC San Diego and Meta AI have developed a new decoding method called Contrastive…
Simplifying Vision Transformers with ReLU Attention
A new paper from researchers at DeepMind explores replacing the softmax function in transformer attention with…
Simple Auto-Regressive Models Shown to be Powerful Universal Learners
Recent advancements in large language models like GPT-3 and GPT-4 have demonstrated remarkable capabilities in logical…
No More Manual Testing? ChatGPT Shows Promise for Automated Unit Test Generation
A new study from researchers at multiple Chinese universities evaluates ChatGPT’s ability to automatically generate unit…
AGENTS – An Open-source Framework for Building Autonomous Language Agents
Recent advances in large language models (LLMs) like GPT-3 and ChatGPT have enabled the development of…
GPT-4 Takes on P vs NP, Reveals Potential of LLMs in Scientific Discovery
A new study reveals that large language models like GPT-4 can make significant contributions to complex…
When Stars Align with AI: Training LLM for Astronomy Texts
Large language models like GPT-3 and PaLM have demonstrated impressive performance on many natural language tasks.…
Large Language Models Show Promise as General-Purpose Optimizers
A new paper from researchers at Google DeepMind demonstrates the potential for large language models (LLMs)…
Large Language Models Still Struggle with Reliable Code Generation
A new study from researchers at UC San Diego raises concerns about the reliability and robustness…
Can AI Find and Fix Software Vulnerabilities?
A new study evaluates the ability of large language models (LLMs) like ChatGPT to detect and…
A New System to Turn Natural Language Prompts into Deployable AI Models
A team of researchers from Carnegie Mellon University and Tsinghua University have introduced a new system…
Automated Unit Testing Reaches New Heights with ChatGPT-Based Tool ChatUniTest
Unit testing is a crucial yet often tedious task in software development. To make this process…
Knowledge Graph Prompting Enhances Multi-Document Question Answering with Large Language Models
Recent advances in large language models (LLMs) like ChatGPT have shown promising results on open-domain question…
Consciousness in Artificial Intelligence: New Insights from Neuroscience
A new interdisciplinary report, which counts as one of its co-authors, Yoshua Bengio, the Turing Award…