Methods to generate text from structured data have advanced significantly in recent years,
primarily due to fine-tuning of pre-trained language models on large datasets. However …

Generative AI (GenAI) marked a shift from AI being able to recognize to AI being able to
generate solutions for a wide variety of tasks. As the generated solutions and applications …

Conversation disentanglement aims to identify and group utterances from a conversation
into separate threads. Existing methods primarily focus on disentangling multi-party …

Online reviews contain comparative opinions that reveal the competitive relationships of
related products, help identify the competitiveness of products in the marketplace, and …

Factual and logical errors made by Natural Language Generation (NLG) systems limit their
applicability in many settings. We study this problem in a conversational search and …

While choosing among several products, users may look up reviews from each product they
are considering. Due to the large number of reviews of products, selecting representative …

When customers search online for a product they are not familiar with, their needs are often
expressed through subjective product attributes, such as” picture quality” for a TV or” easy to …

When customers search online for a product they are not familiar with, their needs are often
expressed through subjective product attributes, such as “picture quality” for a TV or “easy to …