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

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

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

ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024

On Functional Competence of LLMs for Linguistic Disambiguation CONLL 2024

ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics EMNLP 2024

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

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

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

Approximate Attributions for Off-the-Shelf Siamese Transformers EACL 2024

Human Temporal Inferences Go Beyond Aspectual Class EACL 2024

Argument Sharing in Meaning Representation Parsing COLING 2024

RoBERT2VecTM: A Novel Approach for Topic Extraction in Islamic Studies EMNLP 2024

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

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

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

Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering EMNLP 2024

”I Never Said That”: A dataset, taxonomy and baselines on response clarity classification EMNLP 2024

An Expectation-Realization Model for Metaphor Detection NAACL 2024

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

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

NCPrompt: NSP-Based Prompt Learning and Contrastive Learning for Implicit Discourse Relation Recognition EMNLP 2024

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

SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SEMEVAL 2024

Noot Noot at SemEval-2024 Task 7: Numerical Reasoning and Headline Generation SEMEVAL 2024

RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts SEMEVAL 2024