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Mausam .

multilinguality

relation extraction

reasoning

llms

distant supervision

problem-solving

discrimination

knowledge graph completion

robust

open information extraction

knowledge base question answering

temporal knowledge graphs

ensembling

consistent machine translation

kg completion

12

presentations

15

number of views

SHORT BIO

Mausam is the founding head of 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 a 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, and two best paper awards. 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. He received his PhD from University of Washington in 2007 and a B.Tech. from IIT Delhi in 2001.

Presentations

Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Pranjal Aggarwal and 3 other authors

Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models | VIDEO

Daman Arora and 2 other authors

NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs | VIDEO

Ishaan Singh and 3 other authors

ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters | VIDEO

Vipul Rathore and 3 other authors

DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction

Abhyuday Bhartiya and 2 other authors

Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction

Keshav Kolluru and 4 other authors

PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction

Vipul Rathore and 3 other authors

Building the Next Generation Intelligent Information Systems

Mausam .

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