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Semantic Analysis

2901 directly classified papers

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Papers

Disambiguating Homographs and Homophones Simultaneously: A Regrouping Method for Japanese COLING 2024
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024
MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024
CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples ACL 2024
ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task ACL 2024
Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach ACL 2024
Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024
Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction EMNLP 2024
Domain Transferable Semantic Frames for Expert Interview Dialogues COLING 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024
Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024
Argument Quality Assessment in the Age of Instruction-Following Large Language Models COLING 2024
Context Matters: Enhancing Metaphor Recognition in Proverbs COLING 2024
rematchka at ArabicNLU2024: Evaluating Large Language Models for Arabic Word Sense and Location Sense Disambiguation ACL 2024
Red Teaming Language Models for Processing Contradictory Dialogues EMNLP 2024
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024
Predicting Text Preference Via Structured Comparative Reasoning ACL 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024
Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024
A Survey of AMR Applications EMNLP 2024
A Survey of Robotic Language Grounding: Tradeoffs between Symbols and Embeddings IJCAI 2024
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024
FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024