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)
InstanceReg
Instance Regularization for Discriminative Language Model Pre-training (EMNLP 2022) (stay tuned & more will be updated)
DP_QA_joint_model
Multi-tasking Dialogue Comprehension with Discourse Parsing (PACLIC 35)
Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
CorefAwareMRC
Tracing Origins: Coreference-aware Machine Reading Comprehension (ACL 2022)
Distinguishing-Non-Natural
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model (ACL 2022: Findings)
Logical-Reasoning-Graph
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension (COLING 2022)
StructureCharacterization4DD
Structural Modeling for Dialogue Disentanglement (ACL 2022)
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.
DAPO
This the code for paper: Dialogue-adaptive Language Model Pre-training From Quality Estimation.
detr
End-to-End Object Detection with Transformers
FocalReasoner
Fact-driven Logical Reasoning for Machine Reading Comprehension (AAAI 2024)
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
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
zero_shot_cot
Prod Env