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Semantic Analysis

2,986 papers

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Papers

CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
Flexible Generation of Natural Language Deductions EMNLP 2021
Aligning Actions Across Recipe Graphs EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries EMNLP 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations EMNLP 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021
Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021
Extracting Event Temporal Relations via Hyperbolic Geometry EMNLP 2021
Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin EMNLP 2021
Enhancing the Context Representation in Similarity-based Word Sense Disambiguation EMNLP 2021
Integrating Deep Event-Level and Script-Level Information for Script Event Prediction EMNLP 2021
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications EMNLP 2021
Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study EMNLP 2021
Measuring Association Between Labels and Free-Text Rationales EMNLP 2021
Rationales for Sequential Predictions EMNLP 2021
Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features EMNLP 2021
Self-training with Few-shot Rationalization EMNLP 2021
Multivalent Entailment Graphs for Question Answering EMNLP 2021
Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021
RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021