Mohammad Kachuee
13 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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conversational ai
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transfer learning
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contrastive learning
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off-policy evaluation
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in-context learning
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policy gradient
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question answering
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domain adaptation
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safe reinforcement learning
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knowledge distillation
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self-supervised learning
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policy learning
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task-oriented dialogue
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policy improvement
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nearest neighbor search
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off-policy reinforcement learning
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cost-sensitive learning
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knowledge extraction
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online learning
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Papers
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?
EACL 2026
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
COLING 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning
EMNLP 2025
GrounDial: Human-norm Grounded Safe Dialog Response Generation
EACL 2024
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
NAACL 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning
NAACL 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs
ACL 2024
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems
ACL 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems
ACL 2023
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data
ACL 2022
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems
NAACL 2022
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents
NAACL 2021
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams
ICLR 2019