Akshay Nambi
8 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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Core AI · Artificial Intelligence
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Computer Vision
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Optimization & Theory
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Core AI · Computer Vision
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Keywords
large language model
(4)
prompt optimization
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mathematical reasoning
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natural language processing
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error detection
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knowledge distillation
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symbolic reasoning
(1)
question answering
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text generation
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multimodal learning
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multimodal large language model
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low-resource language
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generative model
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spatial representation
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benchmark dataset
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in-context learning
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generative ai
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edge computing
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spatial representation learning
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image retrieval
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Papers
SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving
EACL 2026
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
COLING 2025
Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
ACL 2025
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
NAACL 2025
PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution
ACL 2025
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
NeurIPS 2024
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
NeurIPS 2023
MEGA: Multilingual Evaluation of Generative AI
EMNLP 2023