Liliang Ren
9 papers
· 2018–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(5)
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Academic Marathon
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
EMNLP (3)
ACL (2)
IJCNLP (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
dialogue state tracking
(3)
belief state
(3)
multi-domain dialogue
(2)
hierarchical encoder-decoder
(2)
attention mechanism
(1)
information extraction
(1)
neural architecture
(1)
computational efficiency
(1)
human judgment
(1)
state space model
(1)
pre-trained language model
(1)
sparse attention
(1)
conversational agent
(1)
reference-free evaluation
(1)
sentence representation
(1)
dialogue evaluation
(1)
slot filling
(1)
turn-level evaluation
(1)
spearman correlation
(1)
ontology-free tracking
(1)
Papers
Towards Universal Dialogue State Tracking
EMNLP 2018