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Semantic Analysis

2901 directly classified papers

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Papers

Semantic Geometry of Sentence Embeddings EMNLP 2025
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
PAM: Paraphrase AMR-Centric Evaluation Metric ACL 2025
On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency? ACL 2025
Clarifying Underspecified Discourse Relations in Instructional Texts ACL 2025
Evaluating Pretrained Causal Language Models for Synonymy ACL 2025
World Knowledge Resolves Some Aspectual Ambiguity ACL 2025
Can Large Language Models Understand Argument Schemes? ACL 2025
Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 2025
BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment EMNLP 2025
Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025
Perspective Transition of Large Language Models for Solving Subjective Tasks ACL 2025
Neuro-Symbolic Natural Language Processing EMNLP 2025
Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ACL 2025
A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025
Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation ACL 2025
An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources ACL 2025
How Persuasive Is Your Context? EMNLP 2025
Discursive Circuits: How Do Language Models Understand Discourse Relations? EMNLP 2025
Natural Language Reasoning in Large Language Models: Analysis and Evaluation ACL 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ACL 2025
From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025