Dinesh Raghu
22 papers · 2012–2025 · 9 venues · across top CS/AI venues
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dialog system
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response generation
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few-shot learning
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retrieval-augmented generation
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flowchart grounded dialog
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self-supervised learning
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prompt engineering
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mathematical reasoning
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chain-of-thought reasoning
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dialogue generation
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catastrophic forgetting
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question answering
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in-context learning
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natural language understanding
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question generation
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data augmentation
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Papers
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models
NAACL 2025
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
NAACL 2025
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
EMNLP 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues
EMNLP 2024
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations
EMNLP 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
EMNLP 2024
DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies
ACL 2023
End-to-End Deep Reinforcement Learning for Conversation Disentanglement
AAAI 2023
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog
EACL 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs
EMNLP 2023
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation
EMNLP 2022
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs
ACL 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs
EMNLP 2021
Mask & Focus: Conversation Modelling by Learning Concepts
AAAI 2020
Disentangling Language and Knowledge in Task-Oriented Dialogs
NAACL 2019
Multi-Level Memory for Task Oriented Dialogs
NAACL 2019
Inferring Temporal Knowledge for Near-Periodic Recurrent Events
IJCAI 2018
Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model
EACL 2017
Semi-Supervised Answer Extraction from Discussion Forums
IJCNLP 2013
Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums
COLING 2012