Tianjian Li
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
❓
The Questioner
(2)
⚡
Prolific Year · Productive
Venues
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Research topics
Keywords
preference learning
(2)
machine translation
(2)
data augmentation
(1)
prompt engineering
(1)
text generation
(1)
text summarization
(1)
code generation
(1)
class imbalance
(1)
low-resource language
(1)
language model
(1)
multilingual generation
(1)
membership inference
(1)
robust training
(1)
noise handling
(1)
multilingual model
(1)
multilingual language model
(1)
source attribution
(1)
off-policy data
(1)
translation barrier
(1)
implicit translation
(1)
Papers
Benchmarking Language Model Creativity: A Case Study on Code Generation
NAACL 2025
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning
ICML 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure
IJCNLP 2025
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
NAACL 2025
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data
NAACL 2025
Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
ICLR 2024
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution
ACL 2023