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Methodology
← Understanding
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
SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods
ACL 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
ACL 2025
Understand the Implication: Learning to Think for Pragmatic Understanding
ACL 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events
EMNLP 2025
Semantic Frame Induction from a Real-World Corpus
ACL 2025
S3 - Semantic Signal Separation
ACL 2025
From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification
CONLL 2025
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context
ACL 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT
CONLL 2025
AnaScore: Understanding Semantic Parallelism in Proportional Analogies
NAACL 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models
CONLL 2025
When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models
ACL 2025
NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals
NAACL 2025
A Survey of QUD Models for Discourse Processing
NAACL 2025
FactTrack: Time-Aware World State Tracking in Story Outlines
NAACL 2025
The Incremental Process of Building an Annotation Scheme for Clinical Narratives in Portuguese: the Contribution of Human Variation Analysis
ACL 2025
Addressing Variability in Interlinear Glossed Texts with Linguistic Linked Data
ACL 2025
(RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding
ACL 2025
Multi-word Measures: Modeling Semantic Change in Compound Nouns
ACL 2025
Task-Oriented Automatic Fact-Checking with Frame-Semantics
ACL 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues
ACL 2025
“The Facts Speak for Themselves”: GPT and Fallacy Classification
ACL 2025
Can information theory unravel the subtext in a Chekhovian short story?
ACL 2025
Polarity inversion operators in PLM
ACL 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements
NAACL 2025
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