Natural Language Processing
Forecasting is a critical task in decision making across various domains. While numerical data provides a foundation, it often lacks …
Large decoder-only language models (LLMs) are the state-of-the-art models on most of today’s NLP tasks and benchmarks. Yet, the …
Retriever-augmented instruction-following models are attractive alternatives to fine-tuned approaches for information-seeking tasks …
We study the use of large language model-based agents for interacting with software via web browsers. Unlike prior work, we focus on …
Contemporary Large Language Models (LLMs) exhibit a high degree of code generation and comprehension capability. A particularly …
In today’s digitally driven world, dialogue systems play a pivotal role in enhancing user interactions, from customer service to …
We study the use of large language model-based agents for interacting with software via web browsers. Unlike prior work, we focus on …
Text-based dialogues are now widely used to solve real-world problems. In cases where solution strategies are already known, they can …
Literature reviews are an essential component of scientific research. We explore the zero-shot abilities of recent large language …
Scalable Vector Graphics (SVGs) have become integral in modern image rendering and graphic design applications due to their infinite …