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Lei Wang's Projects

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Code for AAAI 2023 Paper : โ€œAlignment-Enriched Tuning for Patch-Level Pre-trained Document Image Modelsโ€

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๐Ÿง‘โ€๐Ÿซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

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Our new paper: Improving Compositional Generalization in Math Word Problem Solving

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Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation"

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ICDM 2022 paper: Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective

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My homepage: https://demoleiwang.github.io/HomePage

knowledge-graph-from-gpt-3 icon knowledge-graph-from-gpt-3

Using GPT-3 to organize and access information, and generate questions. Long term goal is to make an agent-like research assistant.

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LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

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Code for Our EMNLP (Industry) 2023 paper "LLM4Vis: Explainable Visualization Recommendation using ChatGPT"

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Code for Our NAACL Findings 2024 paper "The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation"

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