iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability. - Aman Chadha; Vinija Jain (CoRR, 2021)

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 001 (EMNLP, 2023)

Few-shot Multimodal Multitask Multilingual Learning. - Aman Chadha; Vinija Jain (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 001 (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 001 (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 001 (CoRR, 2023)

Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models. - Ibtihel Amara; Vinija Jain; Aman Chadha (CoRR, 2023)

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 001 (EACL (Findings), 2024)

A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models. - Pranab Sahoo; Prabhash Meharia; Akash Ghosh; Sriparna Saha 001; Vinija Jain; Aman Chadha (EMNLP (Findings), 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; et al. (IEEE Access, 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 001 (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 001 (CoRR, 2024)

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications. - Pranab Sahoo; Ayush Kumar Singh; Sriparna Saha 001; Vinija Jain; Samrat Mondal; 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)

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review. - Arpita Vats; Vinija Jain; Rahul Raja; 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 003; See-Kiong Ng (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)

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models. - Smriti Singh; Shuvam Keshari; 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 001; 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)

Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Survey. - Pranab Sahoo; Prabhash Meharia; Akash Ghosh; Sriparna Saha 001; Vinija Jain; 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)

Decoding the Diversity: A Review of the Indic AI Research Landscape. - Sankalp KJ; Vinija Jain; Sreyoshi Bhaduri; Tamoghna Roy; 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)

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)

Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models. - Devichand Budagam; Sankalp KJ; Ashutosh Kumar; Vinija Jain; Aman Chadha (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 001 (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 001; Amit P. Sheth; Asif Ekbal (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 001 (CoRR, 2024)

Visual Counter Turing Test (VCT2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (VAI). - 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; et al. (CoRR, 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)

YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment. - Amitava Das 001; Yaswanth Narsupalli; Gurpreet Singh; Vinija Jain; Vasu Sharma; Suranjana Trivedy; Aman Chadha; Amit P. Sheth (ACL (Findings), 2025)

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization. - Amitava Das 001; Suranjana Trivedy; Danush Khanna; Yaswanth Narsupalli; Basab Ghosh; Rajarshi Roy 007; Gurpreet Singh; Vinija Jain; Vasu Sharma; Aishwarya Naresh Reganti; Aman Chadha (ACL (Findings), 2025)

SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval. - Aakash Mahalingam; Vinesh Kumar Gande; Aman Chadha; Vinija Jain; Divya Chaudhary (COLING Workshops, 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 (COLING, 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 001 (COLING Workshops, 2025)

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types. - Neelabh Sinha; Vinija Jain; Aman Chadha (COLING Workshops, 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 001; Ponnurangam Kumaraguru; Amit P. Sheth (COLING, 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 003; See-Kiong Ng (ICWSM, 2025)

How Culturally Aware Are Vision-Language Models? - Olena Burda-Lassen; Aman Chadha; Shashank Goswami; Vinija Jain (IPAS, 2025)

Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation. - Sanyam Lakhanpal; Shivang Chopra; Vinija Jain; Aman Chadha; Man Luo (WACV, 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, 2025)

Multilingual State Space Models for Structured Question Answering in Indic Languages. - Arpita Vats; Rahul Raja; Mrinal Mathur; Vinija Jain; Aman Chadha (CoRR, 2025)

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment. - Amitava Das 001; Yaswanth Narsupalli; Gurpreet Singh; Vinija Jain; Vasu Sharma; Suranjana Trivedy; Aman Chadha; Amit P. Sheth (CoRR, 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 001 (CoRR, 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; et al. (CoRR, 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 001; Kripabandhu Ghosh (CoRR, 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 001 (CoRR, 2025)

RADIANT: Retrieval AugmenteD entIty-context AligNmenT - Introducing RAG-ability and Entity-Context Divergence. - Vipula Rawte; Rajarshi Roy 007; Gurpreet Singh; Danush Khanna; Yaswanth Narsupalli; Basab Ghosh; Abhay Gupta; Argha Kamal Samanta; Aditya Shingote; Aadi Krishna Vikram; Vinija Jain; Aman Chadha; et al. (CoRR, 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, 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, 2025)

TRACEALIGN - Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs. - Amitava Das 001; Vinija Jain; Aman Chadha (CoRR, 2025)

AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization. - Amitava Das 001; Abhilekh Borah; Vinija Jain; Aman Chadha (CoRR, 2025)