ink-usc Goto Github PK

kagnet

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

lean-life

Label Efficient Learning From Explanations

life-inet-public

macroscore

MACROSCORE - Scoring Scientific Research

mhgrn

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

mrc-explanation

Source Code for "Teaching Machine Comprehension with Compositional Explanations" (Findings of EMNLP 2020)

nero

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

next

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

numersense

The data and code for NumerSense (EMNLP2020)

ple

Label Noise Reduction in Entity Typing (KDD'16)

procedural-extraction

Code for paper Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis, in proceedings of ACL 2019

rationalehumanutility

Codebase for Human Utility of FTRs at ACL 2023 -- In progress

re-net

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

recross

ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation

reflect

Data and Code for Paper "Reflect Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality" (EMNLP 2022)

request

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

rica

riddlesense

RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge

robustlr

A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners

rockner

salkg

This is the official PyTorch implementation of our NeurIPS 2021 paper: "SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning"

shifted-label-distribution

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

sparse-distillation

Code for "Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models"

structminedatapipeline

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

temporal-gcn-lstm

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

triggerner

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

upstream-bias-mitigation

Code and data for NAACL 2021 paper "On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning"

usc-ds-relationextraction

Distantly Supervised Relation Extraction

viscoll

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

xcsr

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