This study investigates the representation of sentiment in Large Language Models (LLMs). It reveals that sentiment is represented linearly in a single direction within these models, playing a vital role…
Continue readingThe article presents LINC, a neurosymbolic approach for logical reasoning in artificial intelligence. LINC combines Large Language Models (LLMs) with first-order logic provers. In this method, the LLM acts as…
Continue readingThis research paper introduces a new framework named O3D (Offline Data-driven Discovery and Distillation) designed to enhance the performance of Large Language Models (LLMs) in sequential decision-making tasks. The O3D…
Continue readingThe paper presents an approach to improve causal inference using Large Language Models (LLMs) such as GPT-3.5-turbo and GPT-4. The authors argue that full graph information is not necessary for…
Continue readingThe article discusses HELPER, an embodied agent that uses retrieval-augmented situated prompting of Large Language Models (LLMs) to parse free-form dialogue, instructions, and corrections from humans and vision-language models to…
Continue readingLoop Copilot is a novel AI system that allows users to create and fine-tune music via an interactive, multi-round dialogue interface. This system uses a large language model to understand…
Continue readingThis research paper explores the role of Large Language Models (LLMs) in assisting users to fact-check information as compared to traditional search engines. It found that while LLMs can make…
Continue readingThe article introduces a novel zero-shot gesture understanding and grounding framework called GestureGPT. It leverages large language models (LLMs) to interpret gestures not predefined in the system, linking them to…
Continue readingThe study, ‘Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation’, discusses the potential of large language models (LLMs) in creative processes. The authors argue…
Continue readingThis research examines the use of large language models (LLMs), specifically GPT-4, for autonomous fact-checking as an answer to the rise of online misinformation. The study evaluates the effectiveness of…
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