Mahdi Namazifar
11 papers · 2020–2025 · 7 venues · across top CS/AI venues
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zero-shot learning
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dialogue system
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parameter-efficient transfer learning
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language understanding
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transfer learning
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adapter tuning
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large language model
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self-attention mechanism
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few-shot learning
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reinforcement learning
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response generation
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masked language model
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entity disambiguation
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egocentric vision
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natural language generation
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knowledge distillation
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multi-task learning
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speech transcription
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Papers
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs
EMNLP 2025
CESAR: Automatic Induction of Compositional Instructions for Multi-turn Dialogs
EMNLP 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models
ACL 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information
EACL 2023
ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments
EMNLP 2022
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation
AAAI 2022
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention
NAACL 2022
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
NAACL 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning
EMNLP 2022
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models
Interspeech 2021
Exploration Based Language Learning for Text-Based Games
IJCAI 2020