Zhengyan Shi

DePT. [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"

PowerfulPromptFT. [NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

InstructionModelling. [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"

StepGame. [AAAI 2022] Dataset and pytorch codes for the paper titled "StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts" in AAAI 2022 (Oral)

SelfContrastiveLearningRecSys. [ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

LearnToAsk. [NAACL 2022] Dataset and codes for the paper titled "Learning to Execute Actions or Ask Clarification Questions" in Findings of NAACL 2022

IngredientParsing. Dataset and pytorch codes for the paper titled "Attention-based Ingredient Phrase Parser". ESANN 2022.