Unlike PCA (maximum variance) or ICA (maximum independence), ForeCA finds components that are maximally forecastable. This makes it ideal for time series analysis where prediction is often the primary ...

Abstract: In recent years, the field of Natural Language Processing (NLP) has witnessed a groundbreaking transformation with the emergence of large language models (LLMs). ChatGPT stands out as an ...

Abstract: As emotions play an important role in human interaction, the need for sentiment analysis has become crucial for human-computer interaction. This paper proposes a new model named Audio-Text ...