INK Lab @ USC

icon indicating a website link http://inklab.usc.edu/

icon location Los Angelas, CA icon location Intelligence and Knowledge Discovery (INK) Research Lab at University of Southern California

Results 31 repositories owned by INK Lab @ USC

NERO

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Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020

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NExT

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Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020

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NumerSense

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The data and code for NumerSense (EMNLP2020)

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ReCross

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ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation

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ReQuest

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

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shifted-label-distribution

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

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StructMineDataPipeline

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

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temporal-gcn-lstm

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

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VisCOLL

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

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XCSR

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Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"

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