INK Lab @ USC

Repositories

• DualRE

  Source code for paper: "Learning Dual Retrieval Module for Semi-supervised Relation Extraction"
  Python 1 25 0 0 Updated Jul 27, 2020

• DArtNet

  Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution

  deep-learning timeseries-forecasting graph-neural-networks temporal-knowledge-graph
  Python 0 2 0 0 Updated Jul 13, 2020

• RE-Net

  Recurrent Event Network: Global Structure Inference over Temporal Knowledge Graph (ICLR-RLGM 2019)

  knowledge-graph temporal-networks reasoning dynamic-networks graph-neural-networks
  Python 37 159 1 0 Updated Jul 11, 2020

• TriggerNER

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

  information-extraction dataset named-entity-recognition nlp-resources nlp-datasets low-resource sequence-tagging
  Python 6 78 1 0 Updated Jul 8, 2020

• MHGRN

  Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
  Python 6 40 2 0 Updated Jul 5, 2020

• KagNet Archived

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

  natural-language-processing reasoning commonsense-reasoning commonsense graphneuralnetwork
  Python MIT 33 162 0 0 Updated Jul 5, 2020

• hierarchical-explanation-neural-sequence-models

  Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
  Python MIT 4 11 0 0 Updated Jun 28, 2020

• GMED

  Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020
  MIT 0 1 0 0 Updated Jun 27, 2020

• CommonGen

  A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

  natural-language-processing deep-learning text-generation natural-language-generation nlg-dataset commonsense-reasoning nlp-datasets
  Python MIT 3 32 0 0 Updated Jun 23, 2020

• USC-DS-RelationExtraction Archived

  Distantly Supervised Relation Extraction

  machine-learning natural-language-processing information-extraction knowledgebase relation-extraction
  C++ MIT 111 354 3 0 Updated May 21, 2020

• NExT

  Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020
  Python 2 7 0 0 Updated May 16, 2020

• NumerSense
  0 0 0 0 Updated May 6, 2020

• NERO

  Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020
  Python MIT 2 25 1 0 Updated May 6, 2020

• IsoBN

  IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
  0 4 1 0 Updated May 2, 2020

• VisCOLL

  Code and data for the project "Visually grounded continual learning of compositional semantics"
  1 2 0 0 Updated May 2, 2020

• ConNet

  paper information-extraction named-entity-recognition crowdsourcing domain-adaptation multi-source-supervision crowd-annotations
  Python MIT 2 7 0 0 Updated Apr 14, 2020

• AlpacaTag

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

  named-entity-recognition crowdsourcing active-learning sequence-labeling annotation-framework
  HTML 16 89 7 0 Updated Mar 24, 2020

• shifted-label-distribution

  Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)

  natural-language-processing pytorch information-extraction relation-extraction distant-supervision
  C++ Apache-2.0 1 28 1 0 Updated Oct 29, 2019

• CPL

  Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)
  Python MIT 7 41 2 0 Updated Oct 20, 2019

• procedural-extraction

  Code for paper Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis, in proceedings of ACL 2019
  Python Apache-2.0 0 2 0 0 Updated Jul 1, 2019

• temporal-gcn-lstm

  Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat
  Python 11 26 0 0 Updated Jun 4, 2019

• Life-iNet-public
  0 0 0 0 Updated Apr 10, 2019

• StructMineDataPipeline

  Performs entity detection, distant supervision, candidate generation, and produces JSON files for typing systems (PLE, AFET, CoType)
  C++ 10 36 4 0 Updated Apr 6, 2018

• ReQuest

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

  information-extraction question-answering relation-extraction qa-pairs
  C++ MIT 4 21 0 0 Updated Nov 2, 2017

• PLE

  Label Noise Reduction in Entity Typing (KDD'16)

  machine-learning natural-language-processing information-extraction knowledgebase
  C++ GPL-3.0 14 53 1 0 Updated Oct 23, 2017

• ClusType

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

  natural-language-processing information-extraction entity-extraction
  Python GPL-3.0 42 97 3 0 Updated Jul 7, 2017

• AFET

  AFET: Automatic Fine-Grained Entity Typing (EMNLP'16)
  Python GPL-3.0 17 34 2 0 Updated May 27, 2017