Recent advances in large language models (LLMs) like ChatGPT have demonstrated impressive capabilities in generating human-like…
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Open-Source Lemur Brings Language Agents into Focus: Reasoning, Coding, and Versatility
A new open-source language model named Lemur, introduced in a paper from researchers at the University…
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…