A survey on evaluation of large language models
Large language models (LLMs) are gaining increasing popularity in both academia and
industry, owing to their unprecedented performance in various applications. As LLMs …
industry, owing to their unprecedented performance in various applications. As LLMs …
Large language models on graphs: A comprehensive survey
Large language models (LLMs), such as GPT4 and LLaMA, are creating significant
advancements in natural language processing, due to their strong text encoding/decoding …
advancements in natural language processing, due to their strong text encoding/decoding …
A survey of large language models
Language is essentially a complex, intricate system of human expressions governed by
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
Unifying large language models and knowledge graphs: A roadmap
Large language models (LLMs), such as ChatGPT and GPT4, are making new waves in the
field of natural language processing and artificial intelligence, due to their emergent ability …
field of natural language processing and artificial intelligence, due to their emergent ability …
Gpt4graph: Can large language models understand graph structured data? an empirical evaluation and benchmarking
Large language models~(LLM) like ChatGPT have become indispensable to artificial
general intelligence~(AGI), demonstrating excellent performance in various natural …
general intelligence~(AGI), demonstrating excellent performance in various natural …
[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 …
Adapting large language models by integrating collaborative semantics for recommendation
Recently, large language models (LLMs) have shown great potential in recommender
systems, either improving existing recommendation models or serving as the backbone …
systems, either improving existing recommendation models or serving as the backbone …
Knowledge graph-based manufacturing process planning: A state-of-the-art review
Y Xiao, S Zheng, J Shi, X Du, J Hong - Journal of Manufacturing Systems, 2023 - Elsevier
Computer-aided process planning is the bridge between computer-aided design and
computer-aided manufacturing. With the advent of the intelligent manufacturing era, process …
computer-aided manufacturing. With the advent of the intelligent manufacturing era, process …
G-retriever: Retrieval-augmented generation for textual graph understanding and question answering
Given a graph with textual attributes, we enable users tochat with their graph': that is, to ask
questions about the graph using a conversational interface. In response to a user's …
questions about the graph using a conversational interface. In response to a user's …
Chatcot: Tool-augmented chain-of-thought reasoning on chat-based large language models
Although large language models (LLMs) have achieved excellent performance in a variety
of evaluation benchmarks, they still struggle in complex reasoning tasks which require …
of evaluation benchmarks, they still struggle in complex reasoning tasks which require …