semantic analysis

785 papers

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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

Identifying Source Language Expressions for Pre-editing in Machine Translation COLING 2024

What Can Diachronic Contexts and Topics Tell Us about the Present-Day Compositionality of English Noun Compounds? COLING 2024

Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction EMNLP 2024

Lexicalized Meaning Representation (LMR) COLING 2024

Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024

Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling COLING 2024

An Expectation-Realization Model for Metaphor Detection NAACL 2024

Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ACL 2024

Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024

INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers NAACL 2024

Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024

HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SEMEVAL 2024

NounAtlas: Filling the Gap in Nominal Semantic Role Labeling ACL 2024

The Elephant in the Room: Ten Challenges of Computational Detection of Rhetorical Figures NAACL 2024

LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024

DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training NAACL 2024

Annotation-Based Semantics for Dialogues in the Vox World COLING 2024

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

Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024

DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models ACL 2024

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

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

ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task ACL 2024

Paraphrase Identification via Textual Inference NAACL 2024