The paper introduces ALLURE, a protocol for systematically auditing and improving the accuracy of text evaluation by Large Language Models (LLMs) using iterative In-Context-Learning (ICL). ALLURE audits the evaluation of…
Continue readingThis research focuses on stance detection, predicting an author’s viewpoint towards a subject, using Large Language Models (LLMs). Current methods rely on manual annotation and training a supervised machine learning…
Continue readingThe research addresses the potential threat posed by Large Language Models (LLMs) such as ChatGPT, which can be exploited to generate misinformation. The study examines whether LLM-generated misinformation is more…
Continue readingThis paper explores the potential to compress Large Language Models (LLMs) using Low Rank Decomposition (LoRD). The researchers found that ranks for linear layers in these models can be reduced…
Continue readingLarge Language Models (LLMs) have become an essential tool in generating high-quality text based on human prompts. However, they can potentially produce harmful content. This paper emphasizes the risk LLMs…
Continue readingIn a modern networking environment, analyzing network structures is pivotal. However, existing approaches lack cohesiveness, leading to a steep learning curve and heightened errors. This paper introduces a groundbreaking method…
Continue readingIn the pursuit of mastering intricate multimodal tasks, the paper introduces MM-Vet, an evaluation benchmark tailored for Large Multimodal Models (LMMs). LMMs, which enhance large language models (LLMs) with multimodal…
Continue readingThis paper explores the capacity of large language models (LLMs) for reasoning in math word problems (MWPs) by employing symbolic representations of numeric problems. The authors find that the GPT-3’s…
Continue readingTableGPT, a unified framework, is introduced in this paper to revolutionize the way we interact with and analyze tabular data. By enabling large language models (LLMs) to understand and operate…
Continue readingIn this study, researchers propose a new class of language models known as 3D Large Language Models (3D-LLMs) that incorporate understanding of the 3D physical world. Current language models, despite…
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