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Methodology
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Machine Learning
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Classification
15289 directly classified 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
JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval
ACL 2025
Local Dense Logit Relations for Enhanced Knowledge Distillation
ICCV 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels
ICCV 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options
ACL 2025
Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers
ACL 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning
ACL 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa
ACL 2025
MambaML: Exploring State Space Models for Multi-Label Image Classification
ICCV 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
ACL 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification
ICCV 2025
Can Vision Language Models Understand Mimed Actions?
ACL 2025
Temperature in Cosine-based Softmax Loss
ICCV 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
ICCV 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection
ACL 2025
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration?
ACL 2025
DLU: Dictionary Look-Up Data and Prediction
ACL 2025
CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification
ACL 2025
EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN
ACL 2025
Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes
ACL 2025
GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning
AAAI 2025
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors
ACL 2025
Averroes at BEA 2025 Shared Task: Verifying Mistake Identification in Tutor, Student Dialogue
ACL 2025
Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment
ACL 2025
Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning
AAAI 2025
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