Amanda Bertsch
14 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Cross-Pollinator
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(14)
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(5)
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Conferences
EMNLP (7)
ACL (3)
NAACL (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
in-context learning
(3)
language model
(2)
text generation
(2)
style transfer
(1)
attention mechanism
(1)
sentiment analysis
(1)
document summarization
(1)
text classification
(1)
risk minimization
(1)
information retrieval
(1)
bias detection
(1)
coreference resolution
(1)
long-range transformers
(1)
citation analysis
(1)
efficient inference
(1)
knowledge distillation
(1)
semantic similarity
(1)
k-nearest neighbor
(1)
natural language processing
(1)
Papers
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention
ACL 2025
In-Context Learning with Long-Context Models: An In-Depth Exploration
NAACL 2025
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
EMNLP 2025
FicSim: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction
EMNLP 2025
Better Instruction-Following Through Minimum Bayes Risk
ICLR 2025
A Taxonomy for Data Contamination in Large Language Models
ACL 2024
Prompt2Model: Generating Deployable Models from Natural Language Instructions
EMNLP 2023
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization
ACL 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
EMNLP 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input
NIPS 2023
Itβs MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
EMNLP 2023
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
EMNLP 2022
Evaluating Gender Bias Transfer from Film Data
NAACL 2022
Detection of Puffery on the English Wikipedia
EMNLP 2021