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Transformers

10,397 papers

Papers per year

6
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1792
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'25

Papers

Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025
GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference IJCNLP 2025
Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches IJCNLP 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation 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
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation IJCNLP 2025
Interpreting the Effects of Quantization on LLMs 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
Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025
Tooka-SBERT: Lightweight Sentence Embedding models for Persian IJCNLP 2025
NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles IJCNLP 2025
HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection IJCNLP 2025
BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation IJCNLP 2025
INDRA: Iterative Difficulty Refinement Attention for MCQ Difficulty Estimation for Indic Languages IJCNLP 2025
Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models IJCNLP 2025
Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping IJCNLP 2025