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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
Analogous Process Structure Induction for Sub-event Sequence Prediction
EMNLP 2020
A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression
EMNLP 2020
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables
NIPS 2020
A Cognitively Motivated Approach to Spatial Information Extraction
EMNLP 2020
TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks
EMNLP 2020
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE
SEMEVAL 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation
SEMEVAL 2020
Harnessing the linguistic signal to predict scalar inferences
ACL 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains
EMNLP 2020
Within-Between Lexical Relation Classification
EMNLP 2020
Analyzing Individual Neurons in Pre-trained Language Models
EMNLP 2020
Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution
EMNLP 2020
Neural Topic Modeling with Continual Lifelong Learning
ICML 2020
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments
EMNLP 2020
DiaSense at SemEval-2020 Task 1: Modeling Sense Change via Pre-trained BERT Embeddings
COLING 2020
BabelEnconding at SemEval-2020 Task 3: Contextual Similarity as a Combination of Multilingualism and Language Models
COLING 2020
SChME at SemEval-2020 Task 1: A Model Ensemble for Detecting Lexical Semantic Change
COLING 2020
MineriaUNAM at SemEval-2020 Task 3: Predicting Contextual WordSimilarity Using a Centroid Based Approach and Word Embeddings
COLING 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation
COLING 2020
Masked Reasoner at SemEval-2020 Task 4: Fine-Tuning RoBERTa for Commonsense Reasoning
COLING 2020
Masked Reasoner at SemEval-2020 Task 4: Fine-Tuning RoBERTa for Commonsense Reasoning
SEMEVAL 2020
MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation Parsing
EMNLP 2020
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media
EMNLP 2020
Re-solve it: simulating the acquisition of core semantic competences from small data
EMNLP 2020
ConjNLI: Natural Language Inference Over Conjunctive Sentences
EMNLP 2020
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