Aligning Language Models to Explicitly Handle Ambiguity
Paper
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2404.11972
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Published
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1
Hyuhng Joon Kim
heyjoonkim
·
AI & ML interests
Machine Learning, Natural Language Processing (NLP), Uncertainty, Abstention for Reliability
Recent Activity
updated
a dataset
20 days ago
heyjoonkim/ambig_freebase_qa
published
a dataset
20 days ago
heyjoonkim/ambig_freebase_qa
updated
a dataset
20 days ago
heyjoonkim/ambig_web_questions
Organizations
authored
6
papers
about 1 year ago
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
Paper
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2301.11660
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Published
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1
Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
Paper
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2206.08082
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Published
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
Paper
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2408.01084
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Published
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Paper
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2310.14849
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Published
When to Speak, When to Abstain: Contrastive Decoding with Abstention
Paper
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2412.12527
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Published
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4