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Methodology
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Natural Language Processing
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Semantic Analysis
2901 directly classified papers
Papers per year
2005: 1
2006: 1
2008: 1
2009: 2
2010: 3
2011: 1
2012: 1
2013: 3
2015: 2
2016: 37
2017: 150
2018: 153
2019: 250
2020: 310
2021: 378
2022: 361
2023: 380
2024: 403
2025: 402
2026: 62
Papers
JN666 at SemEval-2024 Task 7: NumEval: Numeral-Aware Language Understanding and Generation
NAACL 2024
INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers
NAACL 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning?
ACL 2024
NutFrame: Frame-based Conceptual Structure Induction with LLMs
COLING 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
COLING 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing
NAACL 2024
Polysemy through the lens of psycholinguistic variables: a dataset and an evaluation of static and contextualized language models
NAACL 2024
Learning Robust Rationales for Model Explainability: A Guidance-Based Approach
AAAI 2024
Multimodal Language Models Show Evidence of Embodied Simulation
COLING 2024
Multilingual Substitution-based Word Sense Induction
COLING 2024
Multi-Granularity Fusion Text Semantic Matching Based on WoBERT
COLING 2024
Mitigating Shortcuts in Language Models with Soft Label Encoding
COLING 2024
Mathematical Entities: Corpora and Benchmarks
COLING 2024
PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities
ACL 2024
Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain
COLING 2024
Language Models and Semantic Relations: A Dual Relationship
COLING 2024
Thesis Proposal: Detecting Agency Attribution
EACL 2024
(Chat)GPT v BERT Dawn of Justice for Semantic Change Detection
EACL 2024
ISO 24617-12: A New Standard for Semantic Annotation
COLING 2024
Negation Scope Conversion: Towards a Unified Negation-Annotated Dataset
COLING 2024
Argument Mining as a Text-to-Text Generation Task
EACL 2024
An Expectation-Realization Model for Metaphor Detection
NAACL 2024
Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task
COLING 2024
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning
EACL 2024
OZemi at SemEval-2024 Task 1: A Simplistic Approach to Textual Relatedness Evaluation Using Transformers and Machine Translation
NAACL 2024
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