Amit Agarwal
20 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (59) π Conference Polyglot Β· Silver π₯ Mega-Team Β· Legion π€ Dynamic Duo (14)
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Research topics
Artificial Intelligence
(15)
Core AI
(15)
Machine Learning
(14)
Deep Learning
(10)
Natural Language Processing
(9)
Application Areas
(9)
Applications
(7)
Learning Types Β· Machine Learning
(7)
Computer Vision
(6)
Models
(6)
Learning Types Β· Deep Learning
(5)
Resources & Methods
(4)
Core Methods
(3)
Generation
(3)
Data Science & Analytics
(2)
Keywords
large language model
(7)
vision-language model
(5)
multimodal learning
(4)
domain adaptation
(2)
enterprise application
(2)
document understanding
(2)
few-shot learning
(2)
retrieval-augmented generation
(2)
multimodal large language model
(2)
visual question answering
(1)
information extraction
(1)
data augmentation
(1)
conversational ai
(1)
natural language generation
(1)
text classification
(1)
adversarial robustness
(1)
multilingual nlp
(1)
image captioning
(1)
factual accuracy
(1)
model evaluation
(1)
Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
Learning from Unknown for Open-Set Test-Time Adaptation
WACV 2026
World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models
CVPR 2026
AccessEval: Benchmarking Disability Bias in Large Language Models
EMNLP 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics
IJCNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications
EMNLP 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs
EMNLP 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models
COLING 2025
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
EMNLP 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding
COLING 2025
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems
ACL 2025
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation
NAACL 2025
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations
IJCNLP 2025
MVTamperBench: Evaluating Robustness of Vision-Language Models
ACL 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications
EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
EMNLP 2025
SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
NAACL 2025
AgriLLM:Harnessing Transformers for Framer Queries
EMNLP 2024
IITRoorkee@SMM4H 2024 Cross-Platform Age Detection in Twitter and Reddit Using Transformer-Based Model
ACL 2024