Zhuosheng Zhang's repositories
AwesomeMRC
IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)
CompassMTL
Task Compass: Scaling Multi-task Pre-training with Task Prefix (EMNLP 2022: Findings) (stay tuned & more will be updated)
dive-into-llms
Dive-into-LLMs Tutorial for Beginners
Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
Meta-Reasoning
Code and Data Repo for Paper "Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models"
OOD-Math-Reasoning
Code and Data Repo for Paper "Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning"
AmazonPriceHistory
This is the official repository of our paper "Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method".
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
detr
End-to-End Object Detection with Transformers
DocBench
DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems
FeedbackMT
Code of "Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model"
FocalReasoner
Fact-driven Logical Reasoning for Machine Reading Comprehension (AAAI 2024)
GLaPE
Official implementation for "GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Models" (stay tuned & more will be updated)
MultiHopShortcuts
Reproduction Code for Paper "Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models"
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
StructChem
Structured Chemistry Reasoning with Large Language Models
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
X-SIR
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models