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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
Studying Rhetorically Ambiguous Questions EMNLP 2025
Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025
Transformer25 at SemEval-2025 Task 1: A similarity-based approach ACL 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images ACL 2025
SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025
PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025
Argumentative Fallacy Detection in Political Debates ACL 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
Lexical Semantic Change Annotation with Large Language Models NAACL 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025
A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025
Insights into developing analytical categorization schemes: three problem types related to annotation agreement NAACL 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ACL 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN ACL 2025
How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025
The Delta of Thought: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations IJCAI 2025
Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting ACL 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025