semantic analysis

785 papers

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Also known as

SNACS

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large language model (12755) text classification (6776) natural language inference (1278) language model (4573) word embedding (1764) natural language processing (2027) natural language understanding (845) representation learning (6174) word sense disambiguation (320) lexical semantics (325)

Papers

EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024

Quantifying Generalizations: Exploring the Divide Between Human and LLMs’ Sensitivity to Quantification ACL 2024

Language Agnostic Code Embeddings NAACL 2024

Can LLMs Understand the Implication of Emphasized Sentences in Dialogue? EMNLP 2024

Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024

A Quantum-Inspired Matching Network with Linguistic Theories for Metaphor Detection COLING 2024

Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024

Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024

Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024

Metaphor Detection with Context Enhancement and Curriculum Learning NAACL 2024

The Impact of Stance Object Type on the Quality of Stance Detection COLING 2024

Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL 2024

HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024

Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry EMNLP 2024

Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning NAACL 2024

Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task COLING 2024

LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ACL 2024

CoELM: Construction-Enhanced Language Modeling ACL 2024

NutFrame: Frame-based Conceptual Structure Induction with LLMs COLING 2024

On Functional Competence of LLMs for Linguistic Disambiguation CONLL 2024

From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024

Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024

Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances CONLL 2024

Argument Quality Assessment in the Age of Instruction-Following Large Language Models COLING 2024

Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering NAACL 2024