Byron C Wallace
11 papers · 2024–2025 · 5 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.
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Artificial Intelligence
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Natural Language Processing
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large language model
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knowledge distillation
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model distillation
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representation learning
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text diversity
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language model
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teacher student
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knowledge transfer
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transfer learning
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zero-shot learning
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prompt engineering
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named entity recognition
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language model evaluation
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conditional generation
(1)
question answering
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in-context learning
(1)
autoregressive transformer
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instruction tuning
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foundation model
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neural network interpretability
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Papers
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare
EMNLP 2025
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
ICLR 2025
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis
IJCNLP 2025
Who Taught You That? Tracing Teachers in Model Distillation
ACL 2025
Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models
MLHC 2024
Detection and Measurement of Syntactic Templates in Generated Text
EMNLP 2024
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models
ICLR 2024
Function Vectors in Large Language Models
ICLR 2024
Investigating Mysteries of CoT-Augmented Distillation
EMNLP 2024
Learning from Natural Language Explanations for Generalizable Entity Matching
EMNLP 2024
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs
EMNLP 2024