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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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'20
'25

Papers (including subtopics)

Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation 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
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts IJCNLP 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025
Interpreting the Effects of Quantization on LLMs IJCNLP 2025
Differential Mamba IJCNLP 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025
Interpretable Sparse Features for Probing Self-Supervised Speech Models IJCNLP 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025
Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning IJCNLP 2025
Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025
Tooka-SBERT: Lightweight Sentence Embedding models for Persian IJCNLP 2025