conftrace_

representation alignment

87 papers

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Also known as

REPA

Co-occurring keywords

representation learning (6206) cross-lingual transfer (1477) large language model (13587) contrastive learning (4032) transfer learning (5449) language model (4599) multilingual language model (444) knowledge distillation (3725) domain adaptation (4595) zero-shot learning (3650)

Papers

Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025
Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025
REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers ICCV 2025
YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025
Embodied Representation Alignment with Mirror Neurons ICCV 2025
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025
Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025
TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis ICCV 2025
Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication AACL 2025
STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NIPS 2024
Latent Functional Maps: a spectral framework for representation alignment NIPS 2024
Can Transformers Smell Like Humans? NIPS 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? NAACL 2024
COMMA: Co-articulated Multi-Modal Learning AAAI 2024
MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024
Aligning Large Language Models with Human Preferences through Representation Engineering ACL 2024
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024