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

Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective ACL 2026
Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs ACL 2026
Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement ACL 2026
Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views ACL 2026
SRA: Span Representation Alignment for Large Language Model Distillation ACL 2026
Closing the Modality Reasoning Gap for Speech Large Language Models ACL 2026
Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment AAAI 2026
Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning ACL 2026
MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation ACL 2026
ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ACL 2026
State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026
Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs EACL 2026
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images WACV 2026
Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance AAAI 2026
FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions AAAI 2026
MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models AAAI 2026
REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers ICCV 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
Language Surgery in Multilingual Large Language Models EMNLP 2025
STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025
UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025
Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication IJCNLP 2025