Abhinav Rastogi
15 papers · 2016–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (9) π Conference Polyglot (8) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (37)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(37)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(58)
π
Century Club
(15)
π₯
Unstoppable
(6)
Conferences
AAAI (3)
ACL (3)
EMNLP (2)
INTERSPEECH (2)
NAACL (2)
AACL (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
dialogue state tracking
(6)
task-oriented dialogue
(4)
dialogue system
(3)
schema-guided dialogue
(3)
spoken language understanding
(2)
large language model
(2)
task-oriented dialog
(2)
language model
(2)
zero-shot generalization
(2)
multi-domain dialogue
(2)
preference alignment
(1)
multimodal learning
(1)
information retrieval
(1)
direct preference optimization
(1)
multi-task learning
(1)
natural language generation
(1)
entity embedding
(1)
entity linking
(1)
domain generalization
(1)
knowledge graph
(1)
Papers
Robust Multi-Objective Preference Alignment with Online DPO
AAAI 2025
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts
NAACL 2025
RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
ICML 2024
Conversational Recommendation as Retrieval: A Simple, Strong Baseline
ACL 2023
AnyTOD: A Programmable Task-Oriented Dialog System
EMNLP 2023
Speech Aware Dialog System Technology Challenge (DSTC11)
INTERSPEECH 2023
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
Efficient Entity Embedding Construction from Type Knowledge for BERT
AACL 2022
UIBert: Learning Generic Multimodal Representations for UI Understanding
IJCAI 2021
Template Guided Text Generation for Task-Oriented Dialogue
EMNLP 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
ACL 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