Skyler Seto
15 papers · 2023–2025 · 7 conferences · across top CS/AI conferences
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representation learning
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language modeling
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spatial audio
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source localization
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cross-lingual transfer
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data augmentation
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data efficiency
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bilingual language model
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Papers
Assessing the Role of Data Quality in Training Bilingual Language Models
EMNLP 2025
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling
ICLR 2025
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging
ICML 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
ICML 2025
Training Bilingual LMs with Data Constraints in the Targeted Language
ACL 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
ACL 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks
EMNLP 2025
Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
EMNLP 2025
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
WACV 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
NIPS 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
ACL 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization
EMNLP 2024
Learning Spatially-Aware Language and Audio Embeddings
NIPS 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
INTERSPEECH 2024
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
INTERSPEECH 2023