Vinija Jain

According to our database, Vinija Jain authored at least 85 papers between 2021 and 2026.

Collaborative distances:

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

2026

MAAT: Multi-phase Adapter-Aware Targeted Unlearning.

Suryash Yagnik, Shubham Gaur, Saksham Thakur, Vinija Jain, Aman Chadha, Amitava Das

CoRR, May, 2026

Findings of the Counter Turing Test: AI-Generated Image Detection.

Rajarshi Roy, Nasrin Imanpour, Ashhar Aziz, Shashwat Bajpai, Gurpreet Singh, Shwetangshu Biswas, Kapil Wanaskar, Parth Patwa, Subhankar Ghosh, Shreyas Dixit, Nilesh Ranjan Pal, Vipula Rawte, Ritvik Garimella, Amitava Das, Amit P. Sheth, Vasu Sharma, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha

CoRR, May, 2026

Findings of the Counter Turing Test: AI-Generated Text Detection.

Rajarshi Roy, Gurpreet Singh, Ashhar Aziz, Shashwat Bajpai, Nasrin Imanpour, Shwetangshu Biswas, Kapil Wanaskar, Parth Patwa, Subhankar Ghosh, Shreyas Dixit, Nilesh Ranjan Pal, Vipula Rawte, Ritvik Garimella, Amitava Das, Amit P. Sheth, Vasu Sharma, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha

CoRR, May, 2026

SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference.

Anay Chauhan, Gurucharan Marthi Krishna Kumar, Arion Das, Amit Dhanda, Vinija Jain, Aman Chadha, Amitava Das

CoRR, May, 2026

TAPIOCA: Why Task- Aware Pruning Improves OOD model Capability.

Krish Sharma, Omar Naim, Soumadeep Saha, Vinija Jain, Aman Chadha, Nicholas Asher

CoRR, May, 2026

SleepWalk: A Three-Tier Benchmark for Stress-Testing Instruction-Guided Vision-Language Navigation.

Niyati Rawal, Sushant Ravva, Shah Alam Abir, Saksham Jain, Aman Chadha, Vinija Jain, Suranjana Trivedy, Amitava Das

CoRR, May, 2026

Moral Sensitivity in LLMs: A Tiered Evaluation of Contextual Bias via Behavioral Profiling and Mechanistic Interpretability.

Yash Aggarwal, Atmika Gorti, Vinija Jain, Aman Chadha, Krishnaprasad Thirunarayan, Manas Gaur

CoRR, May, 2026

Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation.

Tanay Kumar, Shreya Gautam, Aman Chadha, Vinija Jain, Francesco Pierri

CoRR, April, 2026

PermaFrost-Attack: Stealth Pretraining Seeding(SPS) for planting Logic Landmines During LLM Training.

Harsh Kumar, Rahul Maity, Tanmay Joshi, Aman Chadha, Vinija Jain, Suranjana Trivedy, Amitava Das

CoRR, April, 2026

CONSCIENTIA: Can LLM Agents Learn to Strategize? Emergent Deception and Trust in a Multi-Agent NYC Simulation.

Aarush Sinha, Arion Das, Soumyadeep Nag, Charan Karnati, Shravani Nag, Chandra Vadhan Raj, Aman Chadha, Vinija Jain, Suranjana Trivedy, Amitava Das

CoRR, April, 2026

Reasoning or Rhetoric? An Empirical Analysis of Moral Reasoning Explanations in Large Language Models.

Aryan Kasat, Smriti Singh, Aman Chadha, Vinija Jain

CoRR, March, 2026

The Reasoning Trap - Logical Reasoning as a Mechanistic Pathway to Situational Awareness.

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

CoRR, March, 2026

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement.

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

CoRR, March, 2026

When Shallow Wins: Silent Failures and the Depth-Accuracy Paradox in Latent Reasoning.

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

CoRR, March, 2026

I Can't Believe It's Not Robust: Catastrophic Collapse of Safety Classifiers under Embedding Drift.

Subramanyam Sahoo, Vinija Jain, Divya Chaudhary, Aman Chadha

CoRR, March, 2026

Dial E for Ethical Enforcement: institutional VETO power as a governance primitive.

Subramanyam Sahoo, Vinija Jain, Aman Chadha, Divya Chaudhary

CoRR, March, 2026

Assessing LLM Reliability on Temporally Recent Open-Domain Questions.

Pushwitha Krishnappa, Amit Das, Vinija Jain, Tathagata Mukherjee, Aman Chadha

CoRR, February, 2026

Neural FOXP2 - Language Specific Neuron Steering for Targeted Language Improvement in LLMs.

Anusa Saha, Tanmay Joshi, Vinija Jain, Aman Chadha, Amitava Das

CoRR, February, 2026

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition.

Tanmay Joshi, Shourya Aggarwal, Anusa Saha, Aadi Pandey, Shreyash Dhoot, Vighnesh Rai, Raxit Goswami, Aman Chadha, Vinija Jain, Amitava Das

CoRR, January, 2026

SPINAL - Scaling-law and Preference Integration in Neural Alignment Layers.

Arion Das, Partha Pratim Saha, Amit Dhanda, Vinija Jain, Aman Chadha, Amitava Das

CoRR, January, 2026

ECLIPTICA - A Framework for Switchable LLM Alignment via CITA - Contrastive Instruction-Tuned Alignment.

Kapil Wanaskar, Gaytri Jena, Vinija Jain, Aman Chadha, Amitava Das

CoRR, January, 2026

A Comprehensive Dataset for Human vs. AI Generated Image Detection.

Rajarshi Roy, Nasrin Imanpour, Ashhar Aziz, Shashwat Bajpai, Gurpreet Singh, Shwetangshu Biswas, Kapil Wanaskar, Parth Patwa, Subhankar Ghosh, Shreyas Dixit, Nilesh Ranjan Pal, Vipula Rawte, Ritvik Garimella, Gaytri Jena, Vasu Sharma, Vinija Jain, Aman Chadha, Aishwarya Naresh Reganti, Amitava Das

CoRR, January, 2026

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

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

Proceedings of the 59th Hawaii International Conference on System Sciences, 2026

2025

AlignMerge - Alignment-Preserving Large Language Model Merging via Fisher-Guided Geometric Constraints.

Aniruddha Roy, Jyoti Patel, Aman Chadha, Vinija Jain, Amitava Das

CoRR, December, 2025

D-STEER - Preference Alignment Techniques Learn to Behave, not to Believe - Beneath the Surface, DPO as Steering Vector Perturbation in Activation Space.

Samarth Raina, Saksham Aggarwal, Aman Chadha, Vinija Jain, Amitava Das

CoRR, December, 2025

Catch Me If You Can: How Smaller Reasoning Models Pretend to Reason with Mathematical Fidelity.

Subramanyam Sahoo, Vinija Jain, Saanidhya Vats, Siddharth Mohapatra, Rui Min, Aman Chadha, Divya Chaudhary

CoRR, December, 2025

Position: The Complexity of Perfect AI Alignment - Formalizing the RLHF Trilemma.

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

CoRR, November, 2025

Alignment Faking - the Train -> Deploy Asymmetry: Through a Game-Theoretic Lens with Bayesian-Stackelberg Equilibria.

Kartik Garg, Shourya Mishra, Kartikeya Sinha, Ojaswi Pratap Singh, Ayush Chopra, Kanishk Rai, Ammar Sheikh, Raghav Maheshwari, Aman Chadha, Vinija Jain, Amitava Das

CoRR, November, 2025

A Novel XAI-Enhanced Quantum Adversarial Networks for Velocity Dispersion Modeling in MaNGA Galaxies.

Sathwik Narkedimilli, N. V. Saran Kumar, Aswath Babu H, Manjunath K. Vanahalli, Manish M, Vinija Jain, Aman Chadha

CoRR, October, 2025

A Comprehensive Dataset for Human vs. AI Generated Text Detection.

Rajarshi Roy, Nasrin Imanpour, Ashhar Aziz, Shashwat Bajpai, Gurpreet Singh, Shwetangshu Biswas, Kapil Wanaskar, Parth Patwa, Subhankar Ghosh, Shreyas Dixit, Nilesh Ranjan Pal, Vipula Rawte, Ritvik Garimella, Gaytri Jena, Amit P. Sheth, Vasu Sharma, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amitava Das

CoRR, October, 2025

DeHate: A Stable Diffusion-based Multimodal Approach to Mitigate Hate Speech in Images.

Dwip Dalal, Gautam Vashishtha, Anku Ranui, Aishwarya N. Reganti, Parth Patwa, Mohd Sarique, Chandan Gupta, Keshav Nath, Viswanatha Reddy, Vinija Jain, Aman Chadha, Amitava Das, Amit P. Sheth, Asif Ekbal

CoRR, September, 2025

AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models.

Snehasis Mukhopadhyay, Aryan Kasat, Shivam Dubey, Rahul Karthikeyan, Dhruv Sood, Vinija Jain, Aman Chadha, Amitava Das

CoRR, September, 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

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

The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI).

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

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 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

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 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

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

Arpita Vats, Rahul Raja, Vinija Jain, Aman Chadha

Proceedings of the IEEE International Conference on Big Data, 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 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

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

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

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