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Semantic Analysis

2901 directly classified papers

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Papers

SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task SEMEVAL 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives CONLL 2021
Do pretrained transformers infer telicity like humans? CONLL 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021
Improved Word Sense Disambiguation with Enhanced Sense Representations EMNLP 2021
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021
Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021
Flexible Generation of Natural Language Deductions EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021
Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021
Enhancing the Context Representation in Similarity-based Word Sense Disambiguation EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible EMNLP 2021
Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
Extracting Event Temporal Relations via Hyperbolic Geometry EMNLP 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings ACL 2021
RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021
Where Do Aspectual Variants of Light Verb Constructions Belong? IJCNLP 2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021