16 open source projects by INK-USC

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

Distantly Supervised Relation Extraction

Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)

Code and data for the project "Visually grounded continual learning of compositional semantics"

Source code for paper: "Learning Dual Retrieval Module for Semi-supervised Relation Extraction"

Label Noise Reduction in Entity Typing (KDD'16)

Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)

Label Efficient Learning From Explanations

Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat

Performs entity detection, distant supervision, candidate generation, and produces JSON files for typing systems (PLE, AFET, CoType)

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)