Haitian Sun
15 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π¬
Deep Specialist
(11)
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(68)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Natural Language Processing
(11)
Applications
(11)
Artificial Intelligence
(7)
Core AI
(6)
Knowledge & Reasoning
(3)
Machine Learning
(3)
Reasoning
(3)
Deep Learning
(2)
Architectures
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Keywords
question answering
(7)
knowledge base
(5)
multi-hop reasoning
(5)
knowledge graph
(2)
entity linking
(2)
graph neural network
(2)
relation extraction
(2)
query efficiency
(1)
multimodal learning
(1)
logical reasoning
(1)
information retrieval
(1)
reading comprehension
(1)
semantic parsing
(1)
natural language inference
(1)
natural language
(1)
text generation
(1)
sparse matrix
(1)
knowledge base completion
(1)
query embedding
(1)
visual question answering
(1)
Papers
Over-Searching in Search-Augmented Large Language Models
EACL 2026
SEMQA: Semi-Extractive Multi-Source Question Answering
NAACL 2024
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
EMNLP 2023
Scenario-based Question Answering with Interacting Contextual Properties
ICLR 2023
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers
ACL 2022
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge
NAACL 2021
Differentiable Open-Ended Commonsense Reasoning
NAACL 2021
Investigating the Effect of Background Knowledge on Natural Questions
NAACL 2021
LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs
ICML 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations
ICML 2021
Faithful Embeddings for Knowledge Base Queries
NeurIPS 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
ICLR 2020
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
EMNLP 2019
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
EMNLP 2018
Semi-Supervised Learning with Declaratively Specified Entropy Constraints
NeurIPS 2018