INK Lab @ USC's repositories
USC-DS-RelationExtraction
Distantly Supervised Relation Extraction
temporal-gcn-lstm
Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat
shifted-label-distribution
Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)
hierarchical-explanation-neural-sequence-models
Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
expl-refinement
Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)
RiddleSense
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge
mrc-explanation
Source Code for "Teaching Machine Comprehension with Compositional Explanations" (Findings of EMNLP 2020)
procedural-extraction
Code for paper Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis, in proceedings of ACL 2019
Upstream-Bias-Mitigation
Code and data for NAACL 2021 paper "On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning"
deceive-KG-models
An implementation of the experiments on KG robustness
bias-mitigation-via-transfer-learning
Source code for Arxiv paper: Efficiently Mitigating Classification Bias via Transfer Learning
MACROSCORE
MACROSCORE - Scoring Scientific Research