Shuzheng Si

Ctx2Skill. Code for "From Context to Skills: Can Language Models Learn from Context Skillfully? "

FaithLens. [ACL'26] Code for "FaithLens: Detecting and Explaining Faithfulness Hallucination"

CANOE. [AAAI'26, Oral 🌟] Code for "Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning"

SCL-RAI. [COLING'22] Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER"

GATEAU. [EMNLP'25, SAC Highlights Award 🏆] Code for "GATEAU: Selecting Influential Samples for Long Context Alignment"

SANTA. [ACL'23] Code for "SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition"

NOVA. [ACL'25] Code for "Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering"

QUEEN. [NAACL'22] Repo for "Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting"

CENSOR. [ACL'24] Code for "Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning"

SpokenWOZ. [NeurIPS'23] Repo for "SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents"

S1s-Z.