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Methodology
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Natural Language Processing
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Semantic Analysis
2901 directly classified papers
Papers per year
2005: 1
2006: 1
2008: 1
2009: 2
2010: 3
2011: 1
2012: 1
2013: 3
2015: 2
2016: 37
2017: 150
2018: 153
2019: 250
2020: 310
2021: 378
2022: 361
2023: 380
2024: 403
2025: 402
2026: 62
Papers
Identifying and Resolving Annotation Changes for Natural Language Understanding
NAACL 2021
Universal Semantic Tagging for English and Mandarin Chinese
NAACL 2021
Scalar Adjective Identification and Multilingual Ranking
NAACL 2021
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning
NAACL 2021
Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures
NAACL 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling
NAACL 2021
Video Question Answering with Phrases via Semantic Roles
NAACL 2021
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge
NAACL 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation
NAACL 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories
NAACL 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction
NAACL 2021
Temporal Reasoning on Implicit Events from Distant Supervision
NAACL 2021
The Importance of Modeling Social Factors of Language: Theory and Practice
NAACL 2021
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources
NAACL 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing
NAACL 2021
Predicting pragmatic discourse features in the language of adults with autism spectrum disorder
ACL 2021
A Context-Aware Hierarchical BERT Fusion Network for Multi-Turn Dialog Act Detection
INTERSPEECH 2021
Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies
ACL 2021
Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling
IJCAI 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems
INTERSPEECH 2021
Knowledge Informed Semantic Parsing for Conversational Question Answering
ACL 2021
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
ACL 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
ACL 2021
End-to-end Semantic Role Labeling with Neural Transition-based Model
AAAI 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation
ACL 2021
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