Lunyiu Nie
5 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(5)
Applications
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Machine Learning
(2)
Learning Types
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Reasoning
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
semantic parsing
(3)
large language model
(2)
question answering
(1)
graph structure
(1)
knowledge base
(1)
knowledge graph
(1)
no-regret algorithm
(1)
formal language
(1)
pre-trained language model
(1)
multi-hop reasoning
(1)
compositional reasoning
(1)
intermediate representation
(1)
knowledge base question answering
(1)
hierarchical decoder
(1)
logical form
(1)
complex question answering
(1)
multi-hop inference
(1)
logical form generation
(1)
cascade learning
(1)
stream processing
(1)
Papers
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
ACL 2024
Online Cascade Learning for Efficient Inference over Streams
ICML 2024
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing
AAAI 2023
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation
EMNLP 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base
ACL 2022