
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