1 citations · 2 across the 12 of their papers we have counts for
4 papers · 1 filter
Robust Explanations for User Trust in Enterprise NLP Systems
Guilin Zhang, Kai Zhao, Jeffrey Friedman +3
Robust explanations are increasingly required for user trust in enterprise NLP, yet pre-deployment validation is difficult in the common case of black-box deployment (API-only acce…
CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards
Zhiming Lin, Kai Zhao, Sophie Zhang +2
Large-scale Chinese spelling correction (CSC) remains critical for real-world text processing, yet existing LLMs and supervised methods lack robustness to novel errors and rely on…
GRACE: Generative Recommendation via Journey-Aware Sparse Attention on Chain-of-Thought Tokenization
Luyi Ma, Wanjia Zhang, Kai Zhao +15
Generative models have recently demonstrated strong potential in multi-behavior recommendation systems, leveraging the expressive power of transformers and tokenization to generate…
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification
Chun Liu, Hongguang Zhang, Kainan Zhao +2
With the booming of Large Language Models (LLMs), prompt-learning has become a promising method mainly researched in various research areas. Recently, many attempts based on prompt…