Byron C Wallace
12 papers · 2024–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (31)
πΊοΈ
Taxonomy Completionist
(31)
π₯
Mega-Team
(20)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(57)
π
Century Club
(11)
β
The Questioner
Conferences
EMNLP (5)
ICLR (3)
AACL (1)
ACL (1)
IJCNLP (1)
MLHC (1)
Top co-authors
Keywords
knowledge distillation
(3)
large language model
(3)
text diversity
(3)
language model
(2)
compression algorithm
(2)
model distillation
(2)
lexical diversity
(2)
teacher student
(2)
neural network interpretability
(1)
conditional generation
(1)
few-shot learning
(1)
part-of-speech tagging
(1)
language model evaluation
(1)
named entity recognition
(1)
knowledge transfer
(1)
subword tokenization
(1)
out-of-domain generalization
(1)
prompt engineering
(1)
compression ratio
(1)
semantic decomposition
(1)
Papers
Who Taught You That? Tracing Teachers in Model Distillation
ACL 2025
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
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis
AACL 2025
Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models
MLHC 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
Detection and Measurement of Syntactic Templates in Generated Text
EMNLP 2024
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs
EMNLP 2024