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

Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024

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

Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents COLING 2024

Non-flat ABA Is an Instance of Bipolar Argumentation AAAI 2024

G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection AAAI 2024

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

Manosphrames: exploring an Italian incel community through the lens of NLP and Frame Semantics COLING 2024

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

Paraphrase Identification via Textual Inference NAACL 2024

Investigating Aspect Features in Contextualized Embeddings with Semantic Scales and Distributional Similarity NAACL 2024

Inspecting Soundness of AMR Similarity Metrics in terms of Equivalence and Inequivalence NAACL 2024

Towards Translating Objective Product Attributes Into Customer Language NAACL 2024

Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference IJCAI 2024

Story Morals: Surfacing value-driven narrative schemas using large language models EMNLP 2024

AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction EACL 2024

Lexicalized Meaning Representation (LMR) COLING 2024

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

When is a Metaphor Actually Novel? Annotating Metaphor Novelty in the Context of Automatic Metaphor Detection EACL 2024

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SEMEVAL 2024

Language Agnostic Code Embeddings NAACL 2024

MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification EACL 2024

The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models NIPS 2024

Gender Bias in Turkish Word Embeddings: A Comprehensive Study of Syntax, Semantics and Morphology Across Domains ACL 2024

On Functional Competence of LLMs for Linguistic Disambiguation CONLL 2024

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