conftrace_

transformer encoder

224 papers

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text classification (6793) named entity recognition (2813) attention mechanism (4001) self-supervised learning (3777) multi-task learning (2575) representation learning (6206) semantic segmentation (3186) transformer model (1996) automatic speech recognition (1774) sequence labeling (824)

Papers

HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery CVPR 2025
On the Path to Make Ukrainian a High-Resource Language ACL 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning AAAI 2025
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025
Probing Neural Network Generalization using Default Patterns NAACL 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation CVPR 2025
BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News ACL 2025
Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025
M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization ICCV 2025
Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025
Probing Subphonemes in Morphology Models ACL 2025
MEANT: Multimodal Encoder for Antecedent Information EMNLP 2024
FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features CVPR 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing SEMEVAL 2024
N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NIPS 2024
IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse CVPR 2024
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024
Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing NAACL 2024
Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation INTERSPEECH 2024
PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates CVPR 2024
Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features NAACL 2024