Vinija Jain

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Evaluation Framework

Commonsense Reasoning

Top Venues

EACL (Findings)

Publications

Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha
A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models. CoRR (2024)
Akash Ghosh, Arkadeep Acharya, Sriparna Saha, Vinija Jain, Aman Chadha
Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions. CoRR (2024)
Fiona Anting Tan, Gerard Christopher Yeo, Fanyou Wu, Weijie Xu, Vinija Jain, Aman Chadha, Kokil Jaidka, Yang Liu, See-Kiong Ng
PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models. CoRR (2024)
Olena Burda-Lassen, Aman Chadha, Shashank Goswami, Vinija Jain
How Culturally Aware are Vision-Language Models? CoRR (2024)
Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models. EACL (Findings) (2024)
Sankalp KJ, Vinija Jain, Sreyoshi Bhaduri, Tamoghna Roy, Aman Chadha
Decoding the Diversity: A Review of the Indic AI Research Landscape. CoRR (2024)
Amit Das, Zheng Zhang, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals
Investigating Annotator Bias in Large Language Models for Hate Speech Detection. CoRR (2024)
Swagata Ashwani, Kshiteesh Hegde, Nishith Reddy Mannuru, Mayank Jindal, Dushyant Singh Sengar, Krishna Chaitanya Rao Kathala, Dishant Banga, Vinija Jain, Aman Chadha
Cause and Effect: Can Large Language Models Truly Understand Causality? CoRR (2024)
Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications. CoRR (2024)
Charith Chandra Sai Balne, Sreyoshi Bhaduri, Tamoghna Roy, Vinija Jain, Aman Chadha
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications. CoRR (2024)
Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review. CoRR (2024)
Devichand Budagam, Sankalp KJ, Ashutosh Kumar, Vinija Jain, Aman Chadha
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models. CoRR (2024)
Arijit Ghosh Chowdhury, Md Mofijul Islam, Vaibhav Kumar, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha
Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models. CoRR (2024)
Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models. CoRR (2024)
Pranab Sahoo, Prabhash Meharia, Akash Ghosh, Sriparna Saha, Vinija Jain, Aman Chadha
Unveiling Hallucination in Text, Image, Video, and Audio Foundation Models: A Comprehensive Survey. CoRR (2024)
Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation. CoRR (2024)
S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models. CoRR (2024)
Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings. CoRR (2024)
Neelabh Sinha, Vinija Jain, Aman Chadha
Evaluating Open Language Models Across Task Types, Application Domains, and Reasoning Types: An In-Depth Experimental Analysis. CoRR (2024)
Saurav Pawar, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Aman Chadha, Amitava Das
The What, Why, and How of Context Length Extension Techniques in Large Language Models - A Detailed Survey. CoRR (2024)
Ibtihel Amara, Vinija Jain, Aman Chadha
Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models. CoRR (2023)
Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das
SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection. CoRR (2023)
Aman Chadha, Vinija Jain
Few-shot Multimodal Multitask Multilingual Learning. CoRR (2023)
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
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI). EMNLP (2023)
Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling. CoRR (2023)
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
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index. CoRR (2023)
Aman Chadha, Vinija Jain
iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability. CoRR (2021)