Peng Qian
18 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Deep Learning
(10)
Artificial Intelligence
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Natural Language Processing
(9)
Core AI
(9)
Machine Learning
(6)
Generation
(6)
Understanding
(6)
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(5)
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Keywords
language model
(6)
syntactic generalization
(4)
representation learning
(3)
neural network
(3)
structural supervision
(3)
grammatical dependency
(2)
vulnerability detection
(2)
syntactic parsing
(2)
text generation
(2)
graph neural network
(2)
smart contract
(2)
syntactic structure
(2)
neural language model
(2)
hierarchical structure
(1)
constituency parsing
(1)
language modeling
(1)
human-computer interaction
(1)
feature representation
(1)
autoregressive generation
(1)
few-shot learning
(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
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion
IJCAI 2021
Structural Guidance for Transformer Language Models
ACL 2021
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
ACL 2021
A Systematic Assessment of Syntactic Generalization in Neural Language Models
ACL 2020
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
SyntaxGym: An Online Platform for Targeted Evaluation of Language Models
ACL 2020
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
EMNLP 2019
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies
NAACL 2019
Analyzing Linguistic Knowledge in Sequential Model of Sentence
EMNLP 2016
A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation
ACL 2016
Bridging LSTM Architecture and the Neural Dynamics during Reading
IJCAI 2016
Investigating Language Universal and Specific Properties in Word Embeddings
ACL 2016