Peng Qian
21 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (5) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (7)
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Conference Polyglot
(5)
🏃
Academic Marathon
(7)
🌈
Renaissance Researcher
(7)
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Dynamic Duo
(14)
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Unstoppable
(5)
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Century Club
(21)
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Prolific Year
(6)
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Keyword Collector
(76)
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The Questioner
(3)
Conferences
ACL (7)
EMNLP (5)
IJCAI (3)
IJCNLP (3)
NAACL (3)
Top co-authors
Keywords
language model
(6)
syntactic generalization
(5)
syntactic structure
(3)
neural network
(3)
representation learning
(3)
structural supervision
(3)
neural language model
(3)
grammatical dependency
(2)
generative parsing
(2)
graph neural network
(2)
syntactic parsing
(2)
number agreement
(2)
constituency parse
(2)
text generation
(2)
transformer language model
(2)
smart contract
(2)
structural scaffold
(2)
vulnerability detection
(2)
hierarchical structure
(1)
constituency parsing
(1)
Papers
Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models
EMNLP 2023
Flexible Generation from Fragmentary Linguistic Input
ACL 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
NAACL 2022
Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models
EMNLP 2021
Structural Guidance for Transformer Language Models
ACL 2021
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
ACL 2021
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion
IJCAI 2021
Structural Guidance for Transformer Language Models
IJCNLP 2021
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
IJCNLP 2021
Smart Contract Vulnerability Detection using Graph Neural Network
IJCAI 2020
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
EMNLP 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models
ACL 2020
SyntaxGym: An Online Platform for Targeted Evaluation of Language Models
ACL 2020
Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study
EMNLP 2019
Neural language models as psycholinguistic subjects: Representations of syntactic state
NAACL 2019
Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study
IJCNLP 2019
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies
NAACL 2019
A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation
ACL 2016
Bridging LSTM Architecture and the Neural Dynamics during Reading
IJCAI 2016
Analyzing Linguistic Knowledge in Sequential Model of Sentence
EMNLP 2016
Investigating Language Universal and Specific Properties in Word Embeddings
ACL 2016