Tanuja Ganu
16 papers · 2021–2026 · 8 conferences · across top CS/AI conferences
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MLHC (1)
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Keywords
large language model
(5)
low-resource language
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multimodal large language model
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multilingual model
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prompt optimization
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benchmark evaluation
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zero-shot learning
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model quantization
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visual perception
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transfer learning
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natural language processing
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image retrieval
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mathematical reasoning
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knowledge distillation
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shortcut learning
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question answering
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cross-lingual transfer
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few-shot learning
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neural machine translation
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in-context learning
(1)
Papers
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
ACL 2026
Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs
EACL 2026
Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs
ACL 2026
Mindβs Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs
ACL 2026
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
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
COLING 2025
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
NIPS 2024
Evaluating LLMsβ 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
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
NIPS 2023
MEGA: Multilingual Evaluation of Generative AI
EMNLP 2023
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
MLHC 2023
Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models
EMNLP 2022
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
AAAI 2022
GCM: A Toolkit for Generating Synthetic Code-mixed Text
EACL 2021