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Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification IJCNLP 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025
Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025
Mitigating Label Length Bias in Large Language Models IJCNLP 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025
Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions IJCNLP 2025
Are Humans as Brittle as Large Language Models? IJCNLP 2025
PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion IJCNLP 2025
Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025
Differential Mamba IJCNLP 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025