Dinesh Raghu
23 papers · 2012–2025 · 9 conferences · across top CS/AI conferences
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Conferences
EMNLP (8)
NAACL (4)
AAAI (2)
ACL (2)
EACL (2)
IJCNLP (2)
COLING (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
knowledge base
(5)
dialog system
(5)
large language model
(4)
task-oriented dialog
(4)
few-shot learning
(3)
response generation
(3)
retrieval-augmented generation
(2)
flowchart grounded dialog
(2)
mathematical reasoning
(1)
question answering
(1)
reinforcement learning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
dialogue generation
(1)
in-context learning
(1)
data augmentation
(1)
multi-task learning
(1)
question generation
(1)
natural language understanding
(1)
task-oriented dialogue
(1)
Papers
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
NAACL 2025
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models
NAACL 2025
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
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
EMNLP 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues
EMNLP 2024
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
End-to-End Deep Reinforcement Learning for Conversation Disentanglement
AAAI 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs
EMNLP 2023
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog
EACL 2023
DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies
ACL 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
IJCNLP 2021
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
Multi-Level Memory for Task Oriented Dialogs
NAACL 2019
Disentangling Language and Knowledge in 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