Shuyue Stella Li

PrefDisco: Benchmarking Proactive Personalized Reasoning

BLAB: Brutally Long Audio Bench

Spurious Rewards: Rethinking Training Signals in RLVR

Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch

Fighting Fire with Fire: Assessing Test Set Contamination Through Deliberate Training on Test Data

Irrelevant Context Helps: Understanding the Impact of Context in Large Language Models

ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning

Precise Information Control in Long-Form Text Generation

PrefPalette: Personalized Preference Modeling with Latent Attributes

A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage

CulturalBench: a Robust, Diverse and Challenging Benchmark on Measuring (the Lack of) Cultural Knowledge of LLMs

Conformal Reasoning: Uncertainty Estimation in Interactive Environments