b'Manas Gaur'

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Featured Co-authors

Qi Zhang
242 publications
Kaushik Roy
121 publications
Amit Sheth
72 publications
Carlos Castillo
42 publications
Ponnurangam Kumaraguru
41 publications
Hongxia Jin
39 publications
Biplav Srivastava
38 publications
Sudip Mittal
31 publications
Krishnaprasad Thirunarayan
27 publications
Anupam Joshi
17 publications
Muskan Garg
16 publications

research

∙ 08/25/2023

Leveraging Knowledge and Reinforcement Learning for Enhanced Reliability of Language Models

The Natural Language Processing(NLP) community has been using crowd sour...

0 Nancy Tyagi, et al. ∙

research

∙ 08/23/2023

Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models

Foundational Language Models (FLMs) have advanced natural language proce...

0 Nancy Tyagi, et al. ∙

research

∙ 07/25/2023

Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy

Neuro-Symbolic Artificial Intelligence (AI) is an emerging and quickly a...

0 Aritran Piplai, et al. ∙

research

∙ 06/24/2023

IERL: Interpretable Ensemble Representation Learning – Combining CrowdSourced Knowledge and Distributed Semantic Representations

Large Language Models (LLMs) encode meanings of words in the form of dis...

0 Yuxin Zi, et al. ∙

research

∙ 06/23/2023

Knowledge-Infused Self Attention Transformers

Transformer-based language models have achieved impressive success in va...

0 Kaushik Roy, et al. ∙

research

∙ 06/16/2023

Process Knowledge-infused Learning for Clinician-friendly Explanations

Language models have the potential to assess mental health using social ...

0 Kaushik Roy, et al. ∙

research

∙ 06/08/2023

LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts

Low self-esteem and interpersonal needs (i.e., thwarted belongingness (T...

0 Muskan Garg, et al. ∙

research

∙ 05/13/2023

ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance

Current Virtual Mental Health Assistants (VMHAs) provide counseling and ...

0 Kaushik Roy, et al. ∙

research

∙ 05/01/2023

Neurosymbolic AI - Why, What, and How

Humans interact with the environment using a combination of perception -...

0 Amit Sheth, et al. ∙

research

∙ 04/25/2023

Towards Explainable and Safe Conversational Agents for Mental Health: A Survey

Virtual Mental Health Assistants (VMHAs) are seeing continual advancemen...

0 Surjodeep Sarkar, et al. ∙

research

∙ 10/09/2022

KSAT: Knowledge-infused Self Attention Transformer – Integrating Multiple Domain-Specific Contexts

Domain-specific language understanding requires integrating multiple pie...

37 Kaushik Roy, et al. ∙

research

∙ 05/27/2022

Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts

Conversational Agents (CAs) powered with deep language models (DLMs) hav...

19 Shrey Gupta, et al. ∙

research

∙ 04/26/2022

Process Knowledge-infused Learning for Suicidality Assessment on Social Media

Improving the performance and natural language explanations of deep lear...

37 Kaushik Roy, et al. ∙

research

∙ 12/13/2021

ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs

Conversational Information Seeking (CIS) is a relatively new research ar...

0 Manas Gaur, et al. ∙

research

∙ 10/29/2021

Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems

Mathematical reasoning would be one of the next frontiers for artificial...

0 Keyur Faldu, et al. ∙

research

∙ 08/02/2021

Knowledge-intensive Language Understanding for Explainable AI

AI systems have seen significant adoption in various domains. At the sam...

0 Amit Sheth, et al. ∙

research

∙ 06/25/2021

Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits

Contextual Bandits find important use cases in various real-life scenari...

0 Kaushik Roy, et al. ∙

research

∙ 05/12/2021

"Who can help me?": Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on Reddit

During the ongoing COVID-19 crisis, subreddits on Reddit, such as r/Coro...

0 Manas Gaur, et al. ∙

research

∙ 04/09/2021

Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS

Suicide is the 10th leading cause of death in the U.S (1999-2019). Howev...

0 Manas Gaur, et al. ∙

research

∙ 02/11/2021

Knowledge Infused Policy Gradients for Adaptive Pandemic Control

COVID-19 has impacted nations differently based on their policy implemen...

0 Kaushik Roy, et al. ∙

research

∙ 10/16/2020

Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?

The recent series of innovations in deep learning (DL) have shown enormo...

47 Manas Gaur, et al. ∙

research

∙ 08/14/2020

ALONE: A Dataset for Toxic Behavior among Adolescents on Twitter

The convenience of social media has also enabled its misuse, potentially...

0 Thilini Wijesiriwardene, et al. ∙

research

∙ 08/13/2020

Exo-SIR: An Epidemiological Model to Analyze the Impact of Exogenous Infection of COVID-19 in India

Epidemiological models are the mathematical models that capture the dyna...

0 Nirmal Kumar Sivaraman, et al. ∙

research

∙ 07/30/2020

Depressive, Drug Abusive, or Informative: Knowledge-aware Study of News Exposure during COVID-19 Outbreak

The COVID-19 pandemic is having a serious adverse impact on the lives of...

0 Amanuel Alambo, et al. ∙

research

∙ 12/01/2019

Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning

Learning the underlying patterns in the data goes beyond instance-based ...

22 Ugur Kursuncu, et al. ∙

research

∙ 08/18/2019

Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate

Terror attacks have been linked in part to online extremist content. Alt...

0 Ugur Kursuncu, et al. ∙

research

∙ 08/09/2018

A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care

We partner with a leading European healthcare provider and design a mech...

8 Qiwei Han, et al. ∙

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