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Semantic Analysis

2901 directly classified papers

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Towards a Unified Taxonomy of Deep Syntactic Relations COLING 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024
Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling COLING 2024
Adding Argumentation into Human Evaluation of Long Document Abstractive Summarization: A Case Study on Legal Opinions COLING 2024
Annotation-Based Semantics for Dialogues in the Vox World COLING 2024
Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ACL 2024
Metaphor Detection with Context Enhancement and Curriculum Learning NAACL 2024
Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection COLING 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SEMEVAL 2024
Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024
CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs CVPR 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights EMNLP 2024
Manosphrames: exploring an Italian incel community through the lens of NLP and Frame Semantics COLING 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
Inferring Mental Burnout Discourse Across Reddit Communities EMNLP 2024
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024
What GPT-4 Knows about Aspectual Coercion: Focused on “Begin the Book” COLING 2024
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study COLING 2024
An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024
What Can Diachronic Contexts and Topics Tell Us about the Present-Day Compositionality of English Noun Compounds? COLING 2024
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models EACL 2024
Transformer-based Swedish Semantic Role Labeling through Transfer Learning COLING 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024
Mining, Assessing, and Improving Arguments in NLP and the Social Sciences COLING 2024