Xiang Lisa Li
13 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Keyword Trendsetter Combo
(4)
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Topic Evolution
π
Trend Setter
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Century Club Β· Bronze
ποΈ
Keyword Collector
(64)
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Artificial Intelligence
(7)
Core AI
(7)
Generation
(5)
Optimization & Theory Β· Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Keywords
language model
(7)
text generation
(5)
information bottleneck
(2)
variational inference
(2)
word embedding
(2)
syntactic parsing
(2)
knowledge distillation
(2)
latent variable model
(1)
posterior inference
(1)
narrative generation
(1)
mutual information
(1)
generative model
(1)
prompt optimization
(1)
latent variable
(1)
language model evaluation
(1)
watermark detection
(1)
safety evaluation
(1)
parameter-efficient fine-tuning
(1)
dependency parsing
(1)
language modeling
(1)
Papers
Auditing Prompt Caching in Language Model APIs
ICML 2025
AutoBencher: Towards Declarative Benchmark Construction
ICLR 2025
Eliciting Language Model Behaviors with Investigator Agents
ICML 2025
s1: Simple test-time scaling
EMNLP 2025
Benchmarking and Improving Generator-Validator Consistency of Language Models
ICLR 2024
On the Learnability of Watermarks for Language Models
ICLR 2024
Contrastive Decoding: Open-ended Text Generation as Optimization
ACL 2023
TempLM: Distilling Language Models into Template-Based Generators
ACL 2023
Decoding Methods for Neural Narrative Generation
ACL 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation
ACL 2021
Posterior Control of Blackbox Generation
ACL 2020
Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract)
IJCAI 2020
Specializing Word Embeddings (for Parsing) by Information Bottleneck
EMNLP 2019