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← Core Methods
Machine Learning
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Core Methods
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Classification
15,289 papers
Papers per year
2000: 2
2001: 14
2002: 21
2003: 28
2004: 28
2005: 26
2006: 94
2007: 93
2008: 90
2009: 93
2010: 134
2011: 112
2012: 160
2013: 290
2014: 239
2015: 258
2016: 456
2017: 682
2018: 1145
2019: 1500
2020: 1638
2021: 1667
2022: 1636
2023: 1685
2024: 1600
2025: 1313
2026: 285
Papers
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification
ACL 2024
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification
ACL 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models
ACL 2024
Machine-Generated Text Localization
ACL 2024
Multi-Label Classification for Implicit Discourse Relation Recognition
ACL 2024
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution
ACL 2024
Towards Better Question Generation in QA-based Event Extraction
ACL 2024
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data
ACL 2024
Description Boosting for Zero-Shot Entity and Relation Classification
ACL 2024
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction
ACL 2024
SharedCon: Implicit Hate Speech Detection using Shared Semantics
ACL 2024
Discovering influential text using convolutional neural networks
ACL 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse
ACL 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses
ACL 2024
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations
ACL 2024
Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models
ACL 2024
Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset
ACL 2024
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries
ACL 2024
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition
ACL 2024
Wikidata as a Source of Demographic Information
ACL 2024
A Context-Contrastive Inference Approach To Partial Diacritization
ACL 2024
Investigating Linguistic Features for Arabic NLI
ACL 2024
SMASH at AraFinNLP2024: Benchmarking Arabic BERT Models on the Intent Detection
ACL 2024
SENIT at AraFinNLP2024: trust your model or combine two
ACL 2024
BFCI at AraFinNLP2024: Support Vector Machines for Arabic Financial Text Classification
ACL 2024
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