Daphne Ippolito
31 papers · 2018–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Mega-Team Β· Legion
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Topic Evolution
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Keyword Champion
(2)
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Keyword Pioneer
π€
Dynamic Duo
(13)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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The Questioner
(2)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(127)
Top co-authors
Research topics
Natural Language Processing
(21)
Artificial Intelligence
(18)
Machine Learning
(16)
Core AI
(16)
Generation
(12)
Deep Learning
(10)
Resources & Methods
(8)
Application Areas
(7)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Models
(6)
Learning Types Β· Deep Learning
(4)
Learning Paradigms
(3)
Applications
(2)
Architectures
(2)
Keywords
language model
(13)
text generation
(6)
large language model
(6)
training data
(3)
machine-generated text detection
(3)
machine translation
(2)
text classification
(2)
story generation
(2)
generated text detection
(2)
human detection
(2)
cultural bia
(2)
representation learning
(2)
human evaluation
(2)
conversational ai
(1)
cross-lingual transfer
(1)
adversarial robustness
(1)
benchmark evaluation
(1)
learning theory
(1)
multimodal learning
(1)
data poisoning
(1)
Papers
Chasing Random: Instruction Selection Strategies Fail to Generalize
NAACL 2025
CIE: Controlling Language Model Text Generations Using Continuous Signals
EMNLP 2025
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
ICML 2025
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
ACL 2025
Human-Aligned Chess With a Bit of Search
ICLR 2025
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models
ICLR 2025
Persistent Pre-training Poisoning of LLMs
ICLR 2025
Scalable Extraction of Training Data from Aligned, Production Language Models
ICLR 2025
A Pretrainerβs Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
NAACL 2024
CAVA: A Tool for Cultural Alignment Visualization & Analysis
EMNLP 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors
ACL 2024
Are aligned neural networks adversarially aligned?
NeurIPS 2023
Counterfactual Memorization in Neural Language Models
NeurIPS 2023
Measuring Forgetting of Memorized Training Examples
ICLR 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Quantifying Memorization Across Neural Language Models
ICLR 2023
Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text
AAAI 2023
A Recipe for Arbitrary Text Style Transfer with Large Language Models
ACL 2022
Deduplicating Training Data Makes Language Models Better
ACL 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
EMNLP 2022
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank
NAACL 2022
Trading Off Diversity and Quality in Natural Language Generation
EACL 2021
Automatic Detection of Generated Text is Easiest when Humans are Fooled
ACL 2020
RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text
EMNLP 2020
Toward Better Storylines with Sentence-Level Language Models
ACL 2020
ChatEval: A Tool for Chatbot Evaluation
NAACL 2019
Comparison of Diverse Decoding Methods from Conditional Language Models
ACL 2019
Unsupervised Hierarchical Story Infilling
NAACL 2019
Learning Translations via Images with a Massively Multilingual Image Dataset
ACL 2018
Understanding image motion with group representations
ICLR 2018