Vinija Jain
19 papers · 2023–2026 · 8 venues · across top CS/AI venues
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large language model
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benchmark evaluation
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vision-language model
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hallucination detection
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direct preference optimization
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image generation
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text classification
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model evaluation
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text-to-image generation
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transfer learning
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visual question answering
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domain generalization
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preference alignment
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multilingual nlp
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multi-task learning
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video generation
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text generation
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structured prediction
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Papers
PECCVAI: Overcoming the Brittleness of AI Image Watermarking Under Visual Paraphrasing Attacks
CVPR 2026
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
EMNLP 2025
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?
NAACL 2025
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
COLING 2025
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types
COLING 2025
KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting
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
COLING 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages
NAACL 2025
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
WACV 2025
SEPSIS: I Can Catch Your Lies β A New Paradigm for Deception Detection
ACL 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
COLING 2025
The Visual Counter Turing Test (VCTΒ²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI)
IJCNLP 2025
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
NAACL 2025
YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment
ACL 2025
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
EMNLP 2024
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
EACL 2024
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling
EMNLP 2023
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI)
EMNLP 2023