New tools and technologies are continuously being developed, the field of market is in permanent change. Yet conversational AI represents a breakthrough, ground-breaking technology that provides unmatched speed, price, breadth features, providing users quick advantage over rivals. More than simply tool, it's also means considering how to strike balance between technological data-driven innovati...

• We propose a fast, compact and parameter-efficient party-ignorant framework based on emotional recurrent unit. design generalized neural tensor block which is suitable for different structures, to perform context compositionality. Experiments three standard benchmarks indicate that our model outperforms the state of art with fewer parameters. Sentiment analysis in conversations has gained inc...

Depression is known as a non-cognitive disturbance that can be seen among different people all over the world. This pertains to disorders have affected cognitions and behaviors arise from overt in cerebral function. It more common for young adults elderly based on lifestyles, work pressure, personal problems, diseases, who had strokes or hemorrhages, certain brain paralysis. paper focused revie...

In this thesis, we develop computational tools for analyzing conversations based on nonverbal auditory cues. We develop a notion of conversations as being made up of a variety of scenes: in each scene, either one speaker is holding the floor or both are speaking at equal levels. Our goal is to find conversations, find the scenes within them, determine what is happening inside the scenes, and th...

beliefs explaining the role the first set of beliefs play in the speaker's plan. Pollack's idea of ascribing a set of additional beliefs based on the intentions contained in the recognised plan is similar to our idea of ascribing additional conversational goals to explain why a plan is apparently inefficient. However, her motivation is to show how mistaken beliefs in dialogue can be recognised ...