← Authors

Peng Qian

21 papers · 2016–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (5) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (34) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (7) 🀝 Dynamic Duo (14) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (21) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (76) ❓ The Questioner (3)

Conferences

ACL (7) EMNLP (5) IJCAI (3) IJCNLP (3) NAACL (3)

Top co-authors

Roger Levy (14) Ethan Wilcox (7) Xipeng Qiu (4) Xuanjing Huang (4) Miguel Ballesteros (3) Richard Futrell (3) Mycal Tucker (3) Jennifer Hu (3) Tahira Naseem (2) Qinming He (2)

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