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Transformers

9,294 papers

Papers per year

Papers

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
SCaLAR_NITK @ JUSTNLP Legal Summarization (L-SUMM) Shared Task IJCNLP 2025
Enhancing Patient-Centric Healthcare Communication Through Multimodal Emotion Recognition: A Transformer-Based Framework for Clinical Decision Support IJCNLP 2025
Dynamic Reference Extraction and Linking across Multiple Scholarly Knowledge Graphs IJCNLP 2025
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction IJCNLP 2025
Enhanced Table Structure Recognition with Multi-Modal Approach IJCNLP 2025
Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers IJCNLP 2025
Continuous Fingerspelling Dataset for Indian Sign Language IJCNLP 2025
Enhancing Indian Sign Language Translation via Motion-Aware Modeling IJCNLP 2025
Transformers from Diffusion: A Unified Framework for Neural Message Passing JMLR 2025