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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
Leveraging CLIP Encoder for Multimodal Emotion Recognition
WACV 2025
Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection
WACV 2025
Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance
WACV 2025
Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks
AACL 2025
Do We Need Large VLMs for Spotting Soccer Actions?
AACL 2025
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification
AACL 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
AACL 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation
AACL 2025
WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada
AACL 2025
Signs of Struggle: Spotting Cognitive Distortions across Language and Register
AACL 2025
Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance
AACL 2025
UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases
AACL 2025
Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience
AACL 2025
Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning
AACL 2025
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification
AACL 2025
Efficient Decoding Methods for Language Models on Encrypted Data
AACL 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference
AACL 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
AACL 2025
CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla
AACL 2025
Agent-based Automated Claim Matching with Instruction-following LLMs
AACL 2025
Read Between the Lines: A Benchmark for Uncovering Political Bias in Bangla News Articles
AACL 2025
BanHateME : Understanding Hate in Bangla Memes thorough Detection, Categorization, and Target Profiling
AACL 2025
BanHate: An Up-to-Date and Fine-Grained Bangla Hate Speech Dataset
AACL 2025
BOIGENRE: A Large-Scale Bangla Dataset for Genre Classification from Book Summaries
AACL 2025
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection
AACL 2025
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