Vinija Jain

According to our database, Vinija Jain authored at least 53 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization.

Amitava Das, Abhilekh Borah, Vinija Jain, Aman Chadha

CoRR, August, 2025

TRACEALIGN - Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs.

Amitava Das, Vinija Jain, Aman Chadha

CoRR, August, 2025

Investigating Hallucination in Conversations for Low Resource Languages.

Amit Das, Md Najib Hasan, Souvika Sarkar, Zheng Zhang, Fatemeh Jamshidi, Tathagata Bhattacharya, Nilanjana Raychawdhury, Dongji Feng, Vinija Jain, Aman Chadha

CoRR, July, 2025

MOD-X: A Modular Open Decentralized eXchange Framework proposal for Heterogeneous Interoperable Artificial Intelligence Agents.

Georgios Ioannides, Christos Constantinou, Vinija Jain, Aman Chadha, Aaron Elkins

CoRR, July, 2025

RADIANT: Retrieval AugmenteD entIty-context AligNmenT - Introducing RAG-ability and Entity-Context Divergence.

Vipula Rawte, Rajarshi Roy, Gurpreet Singh, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Abhay Gupta, Argha Kamal Samanta, Aditya Shingote, Aadi Krishna Vikram, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, July, 2025

Peccavi: Visual Paraphrase Attack Safe and Distortion Free Image Watermarking Technique for AI-Generated Images.

Shreyas Dixit, Ashhar Aziz, Shashwat Bajpai, Vasu Sharma, Aman Chadha, Vinija Jain, Amitava Das

CoRR, June, 2025

QuickSilver - Speeding up LLM Inference through Dynamic Token Halting, KV Skipping, Contextual Token Fusion, and Adaptive Matryoshka Quantization.

Danush Khanna, Aditya Kumar Guru, Srivarshinee Sridhar, Zidan Ahmed, Rubhav Bahirwani, Meetu Malhotra, Vinija Jain, Aman Chadha, Amitava Das, Kripabandhu Ghosh

CoRR, June, 2025

Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations.

Abhilekh Borah, Chhavi Sharma, Danush Khanna, Utkarsh Bhatt, Gurpreet Singh, Hasnat Md Abdullah, Raghav Kaushik Ravi, Vinija Jain, Jyoti Patel, Shubham Singh, Vasu Sharma, Arpita Vats, Rahul Raja, Aman Chadha, Amitava Das

CoRR, June, 2025

AdversariaL attacK sAfety aLIgnment(ALKALI): Safeguarding LLMs through GRACE: Geometric Representation-Aware Contrastive Enhancement- Introducing Adversarial Vulnerability Quality Index (AVQI).

Danush Khanna, Krishna Kumar, Basab Ghosh, Vinija Jain, Vasu Sharma, Aman Chadha, Amitava Das

CoRR, June, 2025

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment.

Amitava Das, Yaswanth Narsupalli, Gurpreet Singh, Vinija Jain, Vasu Sharma, Suranjana Trivedy, Aman Chadha, Amit P. Sheth

CoRR, February, 2025

Multilingual State Space Models for Structured Question Answering in Indic Languages.

Arpita Vats, Rahul Raja, Mrinal Mathur, Vinija Jain, Aman Chadha

CoRR, February, 2025

IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding.

Sankalp KJ, Ashutosh Kumar, Laxmaan Balaji, Nikunj Kotecha, Vinija Jain, Aman Chadha, Sreyoshi Bhaduri

CoRR, January, 2025

Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation.

Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

How Culturally Aware Are Vision-Language Models?

Olena Burda-Lassen, Aman Chadha, Shashank Goswami, Vinija Jain

Proceedings of the 6th IEEE International Conference on Image Processing, 2025

PHAnToM: Persona-Based Prompting Has an Effect on Theory-of-Mind Reasoning in Large Language Models.

Gerard Yeo, Fiona Tan An Ting, Kokil Jaidka, Shaz Furniturewala, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Yang Liu, See-Kiong Ng

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting.

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Reddy Vennam, Vinija Jain, Aman Chadha, Amitava Das, Ponnurangam Kumaraguru, Amit P. Sheth

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types.

Neelabh Sinha, Vinija Jain, Aman Chadha

Proceedings of the 31st International Conference on Computational Linguistics, 2025

LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs.

Rushendra Sidibomma, Pransh Patwa, Parth Patwa, Aman Chadha, Vinija Jain, Amitava Das

Proceedings of the 31st International Conference on Computational Linguistics, 2025

From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings.

Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha

Proceedings of the 31st International Conference on Computational Linguistics, 2025

SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval.

Aakash Mahalingam, Vinesh Kumar Gande, Aman Chadha, Vinija Jain, Divya Chaudhary

Proceedings of the 31st International Conference on Computational Linguistics, 2025

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization.

Amitava Das, Suranjana Trivedy, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Rajarshi Roy, Gurpreet Singh, Vinija Jain, Vasu Sharma, Aishwarya Naresh Reganti, Aman Chadha

Proceedings of the Findings of the Association for Computational Linguistics, 2025

YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment.

Amitava Das, Yaswanth Narsupalli, Gurpreet Singh, Vinija Jain, Vasu Sharma, Suranjana Trivedy, Aman Chadha, Amit P. Sheth

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

On the Feasibility of Vision-Language Models for Time-Series Classification.

Vinay Prithyani, Mohsin Mohammed, Richa Gadgil, Ricardo Buitrago, Vinija Jain, Aman Chadha

CoRR, 2024

Visual Counter Turing Test (VCT²): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (V_AI).

Nasrin Imanpour, Shashwat Bajpai, Subhankar Ghosh, Sainath Reddy Sankepally, Abhilekh Borah, Hasnat Md Abdullah, Nishoak Kosaraju, Shreyas Dixit, Ashhar Aziz, Shwetangshu Biswas, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2024

ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models.

Vipula Rawte, Sarthak Jain, Aarush Sinha, Garv Kaushik, Aman Bansal, Prathiksha Rumale Vishwanath, Samyak Rajesh Jain, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2024

Overview of Factify5WQA: Fact Verification through 5W Question-Answering.

Suryavardan S, Anku Rani, Parth Patwa, Aishwarya N. Reganti, Vinija Jain, Aman Chadha, Amitava Das, Amit P. Sheth, Asif Ekbal

CoRR, 2024

The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks.

Niyar R. Barman, Krish Sharma, Ashhar Aziz, Shashwat Bajpai, Shwetangshu Biswas, Vasu Sharma, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2024

Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models.

Devichand Budagam, Sankalp KJ, Ashutosh Kumar, Vinija Jain, Aman Chadha

CoRR, 2024

Evaluating Open Language Models Across Task Types, Application Domains, and Reasoning Types: An In-Depth Experimental Analysis.

Neelabh Sinha, Vinija Jain, Aman Chadha

CoRR, 2024

Investigating Annotator Bias in Large Language Models for Hate Speech Detection.

Amit Das, Zheng Zhang, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals

CoRR, 2024

Decoding the Diversity: A Review of the Indic AI Research Landscape.

Sankalp KJ, Vinija Jain, Sreyoshi Bhaduri, Tamoghna Roy, Aman Chadha

CoRR, 2024

A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models.

Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha

CoRR, 2024

Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Survey.

Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha

CoRR, 2024

Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications.

Charith Chandra Sai Balne, Sreyoshi Bhaduri, Tamoghna Roy, Vinija Jain, Aman Chadha

CoRR, 2024

Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions.

Akash Ghosh, Arkadeep Acharya, Sriparna Saha, Vinija Jain, Aman Chadha

CoRR, 2024

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models.

Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha

CoRR, 2024

Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models.

Arijit Ghosh Chowdhury, Md Mofijul Islam, Vaibhav Kumar, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha

CoRR, 2024

PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models.

Fiona Anting Tan, Gerard Christopher Yeo, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Kokil Jaidka, Yang Liu, See-Kiong Ng

CoRR, 2024

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review.

Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha

CoRR, 2024

Cause and Effect: Can Large Language Models Truly Understand Causality?

Swagata Ashwani, Kshiteesh Hegde, Nishith Reddy Mannuru, Mayank Jindal, Dushyant Singh Sengar, Krishna Chaitanya Rao Kathala, Dishant Banga, Vinija Jain, Aman Chadha

CoRR, 2024

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha

CoRR, 2024

The What, Why, and How of Context Length Extension Techniques in Large Language Models - A Detailed Survey.

Saurav Pawar, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Aman Chadha, Amitava Das

CoRR, 2024

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das

CoRR, 2024

OffensiveLang: A Community-Based Implicit Offensive Language Dataset.

Amit Das, Mostafa Rahgouy, Dongji Feng, Zheng Zhang, Tathagata Bhattacharya, Nilanjana Raychawdhary, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals

IEEE Access, 2024

A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models.

Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models.

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models.

Ibtihel Amara, Vinija Jain, Aman Chadha

CoRR, 2023

SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection.

Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2023

Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index.

Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Krish Sharma, Niyar R. Barman, Chandan Gupta, Shreya Gautam, Tanay Kumar, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

CoRR, 2023

CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling.

Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das

CoRR, 2023

Few-shot Multimodal Multitask Multilingual Learning.

Aman Chadha, Vinija Jain

CoRR, 2023

Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI).

Megha Chakraborty, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Shreya Gautam, Tanay Kumar, Krish Sharma, Niyar R. Barman, Chandan Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability.

Aman Chadha, Vinija Jain

CoRR, 2021