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

Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024

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

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

Strong hallucinations from negation and how to fix them ACL 2024

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

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

Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024

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

What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information NIPS 2024

ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024

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

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

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

Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024

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

Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter EMNLP 2024

Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets CONLL 2023

Chinese Lexical Substitution: Dataset and Method EMNLP 2023

Non-Compositionality in Sentiment: New Data and Analyses EMNLP 2023

GQG: Generalized Quantifier Generalization - A Dataset for Evaluating Quantifier Semantics Understanding in Language Models EMNLP 2023

Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets EMNLP 2023

PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments EMNLP 2023