Conversational Grounding: Annotation and Analysis of Grounding Acts and Grounding Units

no code implementations • 25 Mar 2024 • Biswesh Mohapatra, Seemab Hassan, Laurent Romary, Justine Cassell

We discuss our key findings during the annotation and also provide a baseline model to test the performance of current Language Models in categorizing the grounding acts of the dialogs.

Why Settle for Just One? Extending EL++ Ontology Embeddings with Many-to-Many Relationships

no code implementations • 20 Oct 2021 • Biswesh Mohapatra, Sumit Bhatia, Raghava Mutharaju, G. Srinivasaraghavan

However, most of the existing KG embeddings only consider the network structure of the graph and ignore the semantics and the characteristics of the underlying ontology that provides crucial information about relationships between entities in the KG.

Link Prediction Question Answering

Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions

no code implementations • Findings (EMNLP) 2021 • Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi

Popular dialog datasets such as MultiWOZ are created by providing crowd workers an instruction, expressed in natural language, that describes the task to be accomplished.

Dialog Learning Language Modelling