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Semantic Analysis

2901 directly classified papers

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Papers

Exploring Author Style in Nakba Short Stories: A Comparative Study of Transformer-Based Models COLING 2025
The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025
Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025
Evaluating Pretrained Causal Language Models for Synonymy ACL 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025
Transformer-Based Analysis of Adaptive and Maladaptive Self-States in Longitudinal Social Media Data NAACL 2025
On Integrating LLMs Into an Argument Annotation Workflow ACL 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025
Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025
Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025
Forbidden FRUIT is the Sweetest: An Annotated Tweets Corpus for French Unfrozen Idioms Identification ACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions ACL 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025
dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations ACL 2025
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models ACL 2025
Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields 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
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics EMNLP 2025