Skyler Seto
15 papers · 2023–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (42) π Keyword Champion (2)
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(93)
π
Century Club Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(11)
Resources & Methods
(10)
Artificial Intelligence
(8)
Application Areas
(8)
Core AI
(7)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Core Methods
(5)
Learning Types Β· Deep Learning
(4)
Speech & Audio
(3)
Models
(3)
Computer Vision
(2)
Analysis
(2)
Reinforcement Learning
(1)
Keywords
language modeling
(3)
cross-lingual transfer
(2)
representation learning
(2)
multilingual language model
(2)
self-supervised learning
(2)
data augmentation
(2)
data efficiency
(2)
spatial audio
(2)
source localization
(2)
bilingual language model
(2)
specialist model
(2)
domain adaptation
(1)
knowledge distillation
(1)
transfer learning
(1)
contrastive learning
(1)
direct preference optimization
(1)
test-time adaptation
(1)
domain generalization
(1)
language model evaluation
(1)
text representation
(1)
Papers
Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks
EMNLP 2025
Assessing the Role of Data Quality in Training Bilingual Language Models
EMNLP 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks
EMNLP 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
ICML 2025
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging
ICML 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
ACL 2025
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling
ICLR 2025
Training Bilingual LMs with Data Constraints in the Targeted Language
ACL 2025
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
NeurIPS 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
Interspeech 2024
Learning Spatially-Aware Language and Audio Embeddings
NeurIPS 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization
EMNLP 2024
REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
WACV 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
ACL 2024
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
Interspeech 2023