Junwei Bao
26 papers · 2014–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(18)
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Topic Evolution
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Keyword Champion
(2)
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Trend Setter
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
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Keyword Collector
(116)
Top co-authors
Research topics
Machine Learning
(16)
Natural Language Processing
(14)
Artificial Intelligence
(13)
Deep Learning
(11)
Learning Types Β· Machine Learning
(11)
Core AI
(10)
Applications
(7)
Generation
(7)
Architectures
(6)
Optimization & Theory
(5)
Learning Paradigms
(4)
Models
(4)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Application Areas
(2)
Keywords
semantic parsing
(5)
text generation
(4)
contrastive learning
(4)
task-oriented dialog
(3)
multi-task learning
(3)
few-shot learning
(3)
dialogue state tracking
(3)
question answering
(2)
dialog state tracking
(2)
large language model
(2)
table understanding
(2)
discrete reasoning
(2)
dialog system
(2)
attention mechanism
(2)
machine reading comprehension
(2)
knowledge graph
(2)
slot-value prediction
(2)
self-supervised learning
(1)
direct preference optimization
(1)
symbolic reasoning
(1)
Papers
Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning
COLING 2025
Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
ICML 2025
Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models
AAAI 2025
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models
ACL 2024
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
ACL 2023
Composable Text Controls in Latent Space with ODEs
EMNLP 2023
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog
ACL 2023
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking
ACL 2023
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
ICML 2023
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog
NAACL 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
AACL 2022
Donβt Take It Literally: An Edit-Invariant Sequence Loss for Text Generation
NAACL 2022
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT
ACL 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking
NAACL 2022
MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering
EMNLP 2022
OPERA: Operation-Pivoted Discrete Reasoning over Text
NAACL 2022
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training
EMNLP 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation
EMNLP 2022
RevCore: Review-Augmented Conversational Recommendation
ACL 2021
RoR: Read-over-Read for Long Document Machine Reading Comprehension
EMNLP 2021
SGG: Learning to Select, Guide, and Generate for Keyphrase Generation
NAACL 2021
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training
COLING 2020
Weakly Supervised Multi-task Learning for Semantic Parsing
IJCAI 2019
Constraint-Based Question Answering with Knowledge Graph
COLING 2016
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents
ACL 2016
Knowledge-Based Question Answering as Machine Translation
ACL 2014