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Methodology
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Natural Language Processing
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Understanding
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Syntax
767 directly classified papers
Papers per year
2000: 2
2002: 1
2003: 1
2004: 1
2006: 1
2008: 2
2010: 1
2015: 1
2016: 18
2017: 48
2018: 52
2019: 58
2020: 104
2021: 106
2022: 94
2023: 70
2024: 92
2025: 92
2026: 23
Papers
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
NAACL 2022
Cross-Dialect Social Media Dependency Parsing for Social Scientific Entity Attribute Analysis
COLING 2022
Modal Dependency Parsing via Language Model Priming
NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models
NAACL 2022
The impact of lexical and grammatical processing on generating code from natural language
ACL 2022
Beyond Characters: Subword-level Morpheme Segmentation
NAACL 2022
A Simple Yet Effective Hybrid Pre-trained Language Model for Unsupervised Sentence Acceptability Prediction
IJCNLP 2022
Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention
NAACL 2022
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference
ACL 2022
Masking Morphosyntactic Categories to Evaluate Salience for Schizophrenia Diagnosis
NAACL 2022
Discourse Parsing Enhanced by Discourse Dependence Perception
IJCNLP 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models
NAACL 2022
A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing
IJCNLP 2022
How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks
ACL 2022
Cross-lingual Semantic Role Labelling with the Valpal database knowledge
ACL 2022
Local Structure Matters Most in Most Languages
IJCNLP 2022
When classifying grammatical role, BERT doesn’t care about word order... except when it matters
ACL 2022
Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations
COLING 2022
Parsing linearizations appreciate PoS tags - but some are fussy about errors
IJCNLP 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes
AACL 2022
CNN for Modeling Sanskrit Originated Bengali and Hindi Language
IJCNLP 2022
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing
COLING 2022
Language Acquisition through Intention Reading and Pattern Finding
COLING 2022
A Simple Yet Effective Hybrid Pre-trained Language Model for Unsupervised Sentence Acceptability Prediction
AACL 2022
Investigating Failures of Automatic Translationin the Case of Unambiguous Gender
ACL 2022
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