Tanuja Ganu
16 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Core AI · Artificial Intelligence
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Keywords
large language model
(5)
multimodal large language model
(3)
low-resource language
(3)
retrieval-augmented generation
(2)
chain-of-thought prompting
(2)
multilingual model
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prompt optimization
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adversarial robustness
(1)
benchmark evaluation
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image classification
(1)
image retrieval
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mathematical reasoning
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knowledge distillation
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machine translation
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natural language processing
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visual perception
(1)
zero-shot learning
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neural machine translation
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text generation
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question answering
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Papers
Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs
ACL 2026
Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs
EACL 2026
Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs
ACL 2026
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
ACL 2026
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
COLING 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
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering
ACL 2024
INMT-Lite: Accelerating Low-Resource Language Data Collection via Offline Interactive Neural Machine Translation
COLING 2024
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
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
MLHC 2023
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
AAAI 2022
Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models
EMNLP 2022
GCM: A Toolkit for Generating Synthetic Code-mixed Text
EACL 2021