INK Lab @ USC
Intelligence and Knowledge Discovery (INK) Research Lab at University of Southern California
Los Angelas, CA
Pinned Repositories
AlpacaTag
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
CommonGen
A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
CrossFit
Code for paper "CrossFit :weight_lifting:: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
DIG
Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
KagNet
Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)
MHGRN
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)
RE-Net
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
RICA
TriggerNER
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
USC-DS-RelationExtraction
Distantly Supervised Relation Extraction
INK Lab @ USC's Repositories
INK-USC/USC-DS-RelationExtraction
Distantly Supervised Relation Extraction
INK-USC/ClusType
Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)
INK-USC/PLE
Label Noise Reduction in Entity Typing (KDD'16)
INK-USC/NERO
Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020
INK-USC/StructMineDataPipeline
Performs entity detection, distant supervision, candidate generation, and produces JSON files for typing systems (PLE, AFET, CoType)
INK-USC/shifted-label-distribution
Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)
INK-USC/ReQuest
Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
INK-USC/ConNet
INK-USC/procedural-extraction
Code for paper Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis, in proceedings of ACL 2019
INK-USC/Life-iNet-public