Haoqin Tu's Projects
[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation
[Project] Tune LLaMA with Prefix/LoRA on English/Chinese instruction datasets
[Tool] AutoRec (2015) PyTorch Implementation
[Paperlist] Awesome paper list of multimodal dialog, including methods, datasets and metrics
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
[Tool] Diagnosis and analysis of osteocyte structure, 2019 SRTP Project
[TNNLS, to appear] FET-LM: Flow Enhanced Variational Auto-Encoder for Topic-Guided Language Modeling PyTorch Implementation
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
[Tool] Config file of my GitHub page
[Tool] Low rank matrix recovery by minimizing matrix norm
[Tool] 2020 spring Operations research (information and computing science), FZU
[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation
[Tool] Python implementations of algorithms from Librec
[EMNLP'23 Oral] ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue PyTorch Implementation
Transformer-Based Conditioned Variational Autoencoder for Story Completion
[Tool] Team homework of NLP, Fall, 2021, UCAS.
[Tool] Wasserstein Auto-Encoders for Text and Image generation PyTorch Implementation
[Tool] WMS (Warehouse Management System) optimization based on ACO (Ant Colony Optimization) algorithm
Build and control your own LLMs
[NLPCC'23] ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles PyTorch Implementation