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Name: INK Lab @ USC
Type: Organization
Bio: Intelligence and Knowledge Discovery (INK) Research Lab at University of Southern California
Location: Los Angelas, CA
Blog: http://inklab.usc.edu/
Name: INK Lab @ USC
Type: Organization
Bio: Intelligence and Knowledge Discovery (INK) Research Lab at University of Southern California
Location: Los Angelas, CA
Blog: http://inklab.usc.edu/
AFET: Automatic Fine-Grained Entity Typing (EMNLP'16)
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
Source code for Arxiv paper: Efficiently Mitigating Classification Bias via Transfer Learning
Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"
Source code for ICLR 2021 paper : Pre-training Text-to-Text Transformers for Concept-Centric Common Sense
Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"
Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)
A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)
Code for paper "CrossFit :weight_lifting:: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)
Code for paper "Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts" (Findings of EMNLP 2022)
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
An implementation of the experiments on KG robustness
Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
Source code for paper: "Learning Dual Retrieval Module for Semi-supervised Relation Extraction"
Code and data for paper "On the Robustness of Reading Comprehension Models to Entity Renaming" (NAACL'22)
Code for ER-Test, accepted to the Findings of EMNLP 2022
Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)
"FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)
Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
Zero-shot Learning by Generating Task-specific Adapters
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.