// Publications

Research
Output

12 publications across peer-reviewed papers, workshop proceedings, conference venues, and preprints on multilingual NLP, multimodal evaluation, agentic systems, and regulatory NLP.

// Section 01

Featured Works

Multimodal AI visualization// IJCNLP-AACL 2025 · Findings
IJCNLP-AACL 2025 · Findings

Uncovering Cultural Representation Disparities in Vision-Language Models

A study on how vision-language models represent cultural knowledge across more than 200 countries, showing where current multimodal systems still inherit narrow cultural frames.

Jebish Purbey, Ram Mohan Rao Kadiyala, Siddhant Gupta, Srishti Yadav, Suman Debnath, Alejandro Salamanca, Desmond Elliott

IJCNLP-AACL Findings · 2025

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2026

ICLR 2026

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

International Conference on Learning Representations (ICLR), 2026

2025

IJCNLP-AACL 2025

DSBC: Data Science task Benchmarking with Context engineering

Ram Mohan Rao Kadiyala, Jebish Purbey, Siddhant Gupta, Giulio Martini, Ali Shafique, Suman Debnath, Hamza Farooq

IJCNLP-AACL, 2025

IJCNLP-AACL 2025 · Findings

Uncovering Cultural Representation Disparities in Vision-Language Models

Jebish Purbey, Ram Mohan Rao Kadiyala, Siddhant Gupta, Srishti Yadav, Suman Debnath, Alejandro Salamanca, Desmond Elliott

IJCNLP-AACL Findings, 2025

IJCNLP-AACL 2025

Improving Multilingual Capabilities with Cultural and Local Knowledge in LLMs

Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Siddhant Gupta, Jebish Purbey, et al.

IJCNLP-AACL, 2025

NeurIPS 2025

Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia

NeurIPS, 2025

ICLR 2025 · Spotlight

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

International Conference on Learning Representations (ICLR), 2025

RegNLP at COLING 2025

Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering

Jebish Purbey, Drishti Sharma, Khawaja Murrad, Siddhant Gupta, Nikhil Manali, Ram Mohan Rao Kadiyala

RegNLP at COLING, 2025

FinNLP at COLING 2025

Sequential Learning for Claim Verification and Explanation Generation in Financial Domains

Jebish Purbey, Siddhant Gupta, Nikhil Manali, Siddartha Pullakhandam, Drishti Sharma, Ashay Srivastava, Ram Mohan Rao Kadiyala

FinNLP at COLING, 2025

CHiPSAL at COLING 2025

1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs

Jebish Purbey, Siddartha Pullkhandam, Kanwal Mehreen, Muhammad Arham, Drishti Sharma, Ashay Srivastava, Ram Mohan Rao Kadiyala

CHiPSAL at COLING, 2025

GCA CANDAR 2025

Automatic Monument Detection: Leveraging Deep Learning for Cultural Heritage Applications

Santosh Giri, Jebish Purbey, Sunil Adhikari, Atsushi Ito, Baburam Dawadi, Sushant Chalise, Sanjivan Satyal

GCA CANDAR, 2025

/// preprints & under review

Preprints / Under Review

Preprint

Global PIQA: Evaluating Physical Commonsense Reasoning Across 100+ Languages and Cultures

arXiv:2510.24081

Under Review

Robust and Fine-Grained Detection of AI Generated Texts

Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen, Siddhant Gupta, Jebish Purbey, et al.

Under Review · arXiv:2504.11952