Praveen Venkateswaran
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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large language model
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slot filling
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in-context learning
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tool use
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prompt engineering
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text generation
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model selection
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instruction following
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natural language generation
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natural language understanding
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dialogue state tracking
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autonomous agent
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task-oriented dialogue
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prompt optimization
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confidence estimation
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agent system
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dynamic attention
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Papers
AI Steerability 360: A Toolkit for Steering Large Language Models
ACL 2026
Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering
EACL 2026
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows
EMNLP 2025
OptiSeq: Ordering Examples On-The-Fly for In-Context Learning
EMNLP 2025
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
AAAI 2024
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
EMNLP 2023
TaskDiff: A Similarity Metric for Task-Oriented Conversations
EMNLP 2023
Towards large language model-based personal agents in the enterprise: Current trends and open problems
EMNLP 2023