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Mausam

Professor @ IIT Delhi, Dept. of Computer Science

dialog systems

conversational ai

task-oriented dialog systems

evolving knowledge bases

dialog-kb inconsistencies

open information extraction

task-oriented dialogs

task oriented dialogs

kg alignment

kg completion

reinforcement learning

flowchart grounded dialog system

multimodal; dataset;language model

multilingual open knowledge base completion

neuro-symbolic knowledge graph completion

12

presentations

1

number of views

1

citations

SHORT BIO

Mausam is the founding head of Yardi School of Artificial Intelligence, along with being a Professor of Computer Science at IIT Delhi. He is also an affiliate professor at University of Washington, Seattle. With an over twenty year research experience in artificial intelligence, he has, over time, contributed to many research areas such as large scale information extraction over the Web, AI approaches for optimizing crowdsourced workflows, and probabilistic planning algorithms. More recently, his research is exploring neuro-symbolic machine learning, computer vision for radiology, NLP for robotics, multilingual NLP, and several threads in intelligent information systems that include information extraction, knowledge base completion, question answering, summarization and dialogue systems. He has over 100 archival papers to his credit, along with a book, two best paper awards, and one test of time award. Mausam was awarded the AAAI Senior Member status in 2015 for his long-term participation in AAAI and distinction in the field of artificial intelligence. He has had the privilege of being a program chair for two top conferences, AAAI 2021, and ICAPS 2017. He was ranked the 56th most influential NLP scholar and 64th most influential AI scholar by ArnetMiner AI2000 Ranking in 2021. He received his PhD from University of Washington in 2007 and a B.Tech. from IIT Delhi in 2001.

Presentations

DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies

Vishal Saley and 3 other authors

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark

Shubham Mittal and 3 other authors

DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles

Mohd Zaki and 5 other authors

DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies

Vishal Saley and 3 other authors

Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions

Mayur Patidar and 5 other authors

Multimodal Persona Based Generation of Comic Dialogs

Aditya Mishra and 3 other authors

Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion

Ananjan Nandi and 3 other authors

Joint Completion and Alignment of Multilingual Knowledge Graphs

Soumen Chakrabarti and 4 other authors

Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation

Dinesh Raghu and 3 other authors

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

Dinesh Raghu and 3 other authors

Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs

Dinesh Raghu and 3 other authors

Unsupervised Learning of KB Queries in Task-Oriented Dialogs

Dinesh Raghu and 2 other authors