Abhinav Rastogi
15 papers · 2016–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
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Topic Evolution
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(62)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Generation
(10)
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Learning Types
(6)
Deep Learning
(5)
Applications
(4)
Application Areas
(3)
Core Methods
(2)
Models
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
dialogue state tracking
(6)
task-oriented dialogue
(4)
large language model
(3)
dialogue system
(3)
schema-guided dialogue
(3)
spoken language understanding
(2)
multi-domain dialogue
(2)
language model
(2)
task-oriented dialog
(2)
zero-shot generalization
(2)
preference alignment
(1)
information retrieval
(1)
multimodal learning
(1)
dialogue generation
(1)
direct preference optimization
(1)
multi-task learning
(1)
natural language generation
(1)
knowledge graph
(1)
entity linking
(1)
domain generalization
(1)
Papers
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts
NAACL 2025
Robust Multi-Objective Preference Alignment with Online DPO
AAAI 2025
RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
ICML 2024
AnyTOD: A Programmable Task-Oriented Dialog System
EMNLP 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline
ACL 2023
Speech Aware Dialog System Technology Challenge (DSTC11)
Interspeech 2023
Efficient Entity Embedding Construction from Type Knowledge for BERT
AACL 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
AAAI 2022
Show, Donβt Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
NAACL 2022
UIBert: Learning Generic Multimodal Representations for UI Understanding
IJCAI 2021
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
ACL 2020
Template Guided Text Generation for Task-Oriented Dialogue
EMNLP 2020
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
AAAI 2020
An Efficient Approach to Encoding Context for Spoken Language Understanding
Interspeech 2018
A Fast Unified Model for Parsing and Sentence Understanding
ACL 2016