Margaret Li
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (23)
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natural language inference
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in-context learning
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cross-lingual transfer
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natural language generation
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dialogue generation
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language modeling
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toxicity detection
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transfer learning
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adversarial training
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maximum likelihood
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reinforcement learning
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Papers
Byte Latent Transformer: Patches Scale Better Than Tokens
ACL 2025
(Mis)Fitting Scaling Laws: A Survey of Scaling Law Fitting Techniques in Deep Learning
ICLR 2025
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
EMNLP 2024
In-Context Pretraining: Language Modeling Beyond Document Boundaries
ICLR 2024
Overconfidence in the Face of Ambiguity with Adversarial Data
NAACL 2022
Bot-Adversarial Dialogue for Safe Conversational Agents
NAACL 2021
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds
NAACL 2021
Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
ACL 2020
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
ACL 2019