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Semantic Analysis

2,986 papers

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Papers

Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025
Code-switching Mediated Sentence-level Semantic Learning AAAI 2025
Linear Decoding of Morphology Relations in Language Models (Student Abstract) AAAI 2025
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions AACL 2025
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis AACL 2025
Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification AACL 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs AACL 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs AACL 2025
FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language AACL 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection AACL 2025
What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction AACL 2025
Exploring the Performance of Large Language Models on Subjective Span Identification Tasks AACL 2025
Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 2025
Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ACL 2025
BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025
S3 - Semantic Signal Separation ACL 2025
Neural Topic Modeling with Large Language Models in the Loop ACL 2025
How Much Do Encoder Models Know About Word Senses? ACL 2025
No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025
Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ACL 2025
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025
Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue ACL 2025
Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ACL 2025
Conditional Dichotomy Quantification via Geometric Embedding ACL 2025