[PDF][PDF] Natural language is all a graph needs
The emergence of large-scale pre-trained language models, such as ChatGPT, has
revolutionized various research fields in artificial intelligence. Transformersbased large …
revolutionized various research fields in artificial intelligence. Transformersbased large …
Trustworthy AI for human-centric smart manufacturing: A survey
Human-centric smart manufacturing (HCSM) envisions a symbiotic relationship between
humans and machines, leveraging human capability and Artificial Intelligence (AI)'s …
humans and machines, leveraging human capability and Artificial Intelligence (AI)'s …
Autoflow: Automated workflow generation for large language model agents
Recent advancements in Large Language Models (LLMs) have shown significant progress
in understanding complex natural language. One important application of LLM is LLM-based …
in understanding complex natural language. One important application of LLM is LLM-based …
Knowagent: Knowledge-augmented planning for llm-based agents
Large Language Models (LLMs) have demonstrated great potential in complex reasoning
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
CoRE: LLM as Interpreter for Natural Language Programming, Pseudo-Code Programming, and Flow Programming of AI Agents
Since their inception, programming languages have trended towards greater readability and
lower barriers for programmers. Following this trend, natural language can be a promising …
lower barriers for programmers. Following this trend, natural language can be a promising …
Ruler: Improving llm controllability by rule-based data recycling
Despite the remarkable advancement of Large language models (LLMs), they still lack
delicate controllability under sophisticated constraints, which is critical to enhancing their …
delicate controllability under sophisticated constraints, which is critical to enhancing their …
Ask-before-Plan: Proactive Language Agents for Real-World Planning
The evolution of large language models (LLMs) has enhanced the planning capabilities of
language agents in diverse real-world scenarios. Despite these advancements, the potential …
language agents in diverse real-world scenarios. Despite these advancements, the potential …
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning
Utilizing large language models (LLMs) for tool planning has emerged as a promising
avenue for developing general AI systems, where LLMs automatically schedule external …
avenue for developing general AI systems, where LLMs automatically schedule external …
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming
While large language models (LLMs) have recently demonstrated strong potential in solving
planning problems, there is a trade-off between flexibility and complexity. LLMs, as zero-shot …
planning problems, there is a trade-off between flexibility and complexity. LLMs, as zero-shot …