5 citations · 7 across the 8 of their papers we have counts for
14 papers
Improving User Behavior Prediction: Leveraging Annotator Metadata in Supervised Machine Learning Models
Lynnette Hui Xian Ng, Kokil Jaidka, Kaiyuan Tay +2
Supervised machine-learning models often underperform in predicting user behaviors from conversational text, hindered by poor crowdsourced label quality and low NLP task accuracy.…
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs
Saiful Haq, Niyati Chhaya, Piyush Pandey +1
In this paper, we present an investigative study on how Mental Sets influence the reasoning capabilities of LLMs. LLMs have excelled in diverse natural language processing (NLP) ta…
"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning
Abisek Rajakumar Kalarani, Pushpak Bhattacharyya, Niyati Chhaya +1
Well-formed context aware image captions and tags in enterprise content such as marketing material are critical to ensure their brand presence and content recall. Manual creation a…
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction
Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya
Affect preferences vary with user demographics, and tapping into demographic information provides important cues about the users' language preferences. In this paper, we utilize th…
Recognizing Emotion Cause in Conversations
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika +9
We address the problem of recognizing emotion cause in conversations, define two novel sub-tasks of this problem, and provide a corresponding dialogue-level dataset, along with str…
An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis and Recommendation
Soumyadeep Roy, Shamik Sural, Niyati Chhaya +2
A consumer-dependent (business-to-consumer) organization tends to present itself as possessing a set of human qualities, which is termed as the brand personality of the company. Th…