hankniu01's repositories
Lattice_lstm
lattice_lstm base on python 3.8
awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
CGM
Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling"
DeFVP
DeFVP for icme 2024
depprobe
Probing for Labeled Dependency Trees (ACL 2022) + Sorting LMs by Structure (NAACL 2022)
FinQA
Data and code for EMNLP 2021 paper "FinQA: A Dataset of Numerical Reasoning over Financial Data"
generative-agents
An implementations of "Generative Agents: Interactive Simulacra of Human Behavior".
HIST
The source code and data of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information".
label-words-are-anchors
Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
MultiHiertt-2022-ACL
Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"
OLMo
Modeling, training, eval, and inference code for OLMo
OLMo-Eval
Evaluation suite for LLMs
PatchTST-ICLR
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
PIXIU
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
pytorch-transformer-ts
Repository of Transformer based PyTorch Time Series Models
spectral-probing
Spectral Probing (EMNLP 2022)
TRUCE
Truth-Conditional Captions for Time Series Data. EMNLP 2021. Harsh Jhamtani, Taylor Berg-Kirkpatrick