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Papers
Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs
EACL 2026
Closing the Modality Reasoning Gap for Speech Large Language Models
ACL 2026
Cross-View Distillation and Adaptive Masking for Incomplete Multi-View Multi-Label Classification
CVPR 2026
Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views
ACL 2026
FedARA: Resource-adaptive Low-rank Personalized Federated Learning via Anchor-driven Representation Alignment on Heterogeneous Edge Devices
CVPR 2026
FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions
AAAI 2026
Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs
ACL 2026
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
WACV 2026
ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment
ACL 2026
Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality
ACL 2026
MacTok: Robust Continuous Tokenization for Image Generation
CVPR 2026
MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models
AAAI 2026
MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
ACL 2026
Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective
ACL 2026
ProcessMaker: A Generalized Process Visualization Framework with Adaptive Sequence Steps on Diffusion Transformers
CVPR 2026
SRA: Span Representation Alignment for Large Language Model Distillation
ACL 2026
State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation
AAAI 2026
Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models
CVPR 2026
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
AAAI 2026
Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement
ACL 2026
Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning
ACL 2026
Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment
AAAI 2026
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities
ACL 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
EMNLP 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention
ACL 2025