← Core Methods
Machine Learning › Core Methods ›

Classification

15289 directly classified papers

Papers per year

Papers

In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues ACL 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers ICCV 2025
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ACL 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025
Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes ACL 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection ACL 2025
Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025
PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree NAACL 2025
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
A Practical Examination of AI-Generated Text Detectors for Large Language Models NAACL 2025
Towards Explainable Hate Speech Detection ACL 2025
D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions IJCAI 2025