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Semantic Analysis

126 directly classified papers

Papers per year

Papers

On the Geometry of Concreteness ACL 2022
“Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022
Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022
InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles EMNLP 2021
Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
A Graph-Based Neural Model for End-to-End Frame Semantic Parsing EMNLP 2021
Semantic Novelty Detection in Natural Language Descriptions EMNLP 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ACL 2021
A Mixture-of-Experts Model for Antonym-Synonym Discrimination ACL 2021
Neural Metaphor Detection with Visibility Embeddings ACL 2021
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric AAAI 2021
Coping with Noisy Training Data Labels in Paraphrase Detection EMNLP 2021
Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings EMNLP 2021
Subcategorizing Adverbials in Universal Conceptual Cognitive Annotation EMNLP 2021
Sister Help: Data Augmentation for Frame-Semantic Role Labeling EMNLP 2021
Classifying Divergences in Cross-lingual AMR Pairs EMNLP 2021
Can predicate-argument relationships be extracted from UD trees? EMNLP 2021
AutoAspect: Automatic Annotation of Tense and Aspect for Uniform Meaning Representations EMNLP 2021
Negation-Instance Based Evaluation of End-to-End Negation Resolution EMNLP 2021
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021
Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021