← Authors

Dinesh Raghu

23 papers · 2012–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (38) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ‘₯ Mega-Team (26) 🀝 Dynamic Duo (13) 🧬 Topic Evolution πŸ’Ž Century Club (23) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (88) ❓ The Questioner ⚑ Prolific Year (6)

Conferences

EMNLP (8) NAACL (4) AAAI (2) ACL (2) EACL (2) IJCNLP (2) COLING (1) ICML (1) IJCAI (1)

Top co-authors

Sachindra Joshi (13) Mausam (6) Yatin Nandwani (5) Gaurav Pandey (4) Mayank Mishra (2) Dinesh Khandelwal (2) Karthik Visweswariah (2) Vishal Vivek Saley (2) Asim Munawar (2) Rose Catherine (2)

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