INK-USC/ink-usc.github.io

INK Research Lab Website

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INK-USC/CPL

Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)

Language: Python - Size: 21.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 56 - Forks: 14

INK-USC/Reflect

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

Language: Python - Size: 1.53 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 11 - Forks: 0

INK-USC/MHGRN

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

Language: Python - Size: 2.26 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 244 - Forks: 46

INK-USC/LINK

Code for paper "In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search"

Language: Python - Size: 806 KB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 5 - Forks: 1

INK-USC/CrossFit

Code for paper "CrossFit :weight_lifting:: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)

Language: Python - Size: 298 KB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 101 - Forks: 8

INK-USC/RE-Net

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

Language: Python - Size: 25.8 MB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 424 - Forks: 94

INK-USC/CommonGen

A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning

Language: Python - Size: 107 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 136 - Forks: 23

INK-USC/predicting-big-bench

Code for paper "How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench"

Language: Python - Size: 7.28 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

INK-USC/KagNet 📦

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

Language: Python - Size: 37.6 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 264 - Forks: 57

INK-USC/USC-DS-RelationExtraction 📦

Distantly Supervised Relation Extraction

Language: C++ - Size: 38.7 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 414 - Forks: 111

INK-USC/RationaleMultiRewardDistillation

Code and Dataset for preprint titled "Tailoring Self-Rationalizers with Multi-Reward Distillation"

Language: Python - Size: 11.5 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

INK-USC/DArtNet

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

Language: Python - Size: 15.2 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 19 - Forks: 4

INK-USC/ClusType

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

Language: Python - Size: 91.7 MB - Last synced: 7 months ago - Pushed: almost 7 years ago - Stars: 100 - Forks: 41

INK-USC/XCSR

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

Language: Python - Size: 60.7 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 20 - Forks: 2

INK-USC/GMED

Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020

Language: Python - Size: 82 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 15 - Forks: 1

INK-USC/temporal-gcn-lstm

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

Language: Python - Size: 24.4 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 68 - Forks: 26

INK-USC/expl-refinement

Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)

Language: Python - Size: 260 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 13 - Forks: 0

INK-USC/TriggerNER

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

Language: Python - Size: 2.22 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 170 - Forks: 19

INK-USC/ConNet

Language: Python - Size: 2.14 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 12 - Forks: 2

INK-USC/PLE

Label Noise Reduction in Entity Typing (KDD'16)

Language: C++ - Size: 2.47 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 54 - Forks: 14

INK-USC/hypter

Zero-shot Learning by Generating Task-specific Adapters

Language: Python - Size: 120 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 12 - Forks: 1

INK-USC/DualRE

Source code for paper: "Learning Dual Retrieval Module for Semi-supervised Relation Extraction"

Language: Python - Size: 1.13 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 36 - Forks: 3

INK-USC/CLIF

Code for Findings at EMNLP 2021 paper: "Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning"

Language: Python - Size: 1.42 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 8 - Forks: 1

INK-USC/RationaleHumanUtility

Codebase for Human Utility of FTRs at ACL 2023

Language: Python - Size: 78.1 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 0

INK-USC/FiD-ICL

"FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)

Language: Python - Size: 1.37 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 4 - Forks: 0

INK-USC/G-PlanET

Language: Python - Size: 11.8 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 2

INK-USC/BITE

Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"

Language: Python - Size: 26.4 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 1

INK-USC/AlpacaTag

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

Language: HTML - Size: 87.3 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 137 - Forks: 22

INK-USC/FaiRR

FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)

Language: Python - Size: 218 KB - Last synced: 12 months ago - Pushed: about 2 years ago - Stars: 11 - Forks: 4

INK-USC/ER-Test

Code for ER-Test, accepted to the Findings of EMNLP 2022

Language: Python - Size: 62.5 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

INK-USC/LEAN-LIFE

Label Efficient Learning From Explanations

Language: Python - Size: 30.7 MB - Last synced: 11 months ago - Pushed: about 2 years ago - Stars: 23 - Forks: 2

INK-USC/SalKG

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

Language: Python - Size: 371 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 0

INK-USC/DIG

Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)

Language: Python - Size: 118 KB - Last synced: 12 months ago - Pushed: about 2 years ago - Stars: 20 - Forks: 3

INK-USC/XMD

XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models

Language: Vue - Size: 13.1 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

INK-USC/AFET

AFET: Automatic Fine-Grained Entity Typing (EMNLP'16)

Language: Python - Size: 49.8 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 58 - Forks: 20

INK-USC/deceive-KG-models

An implementation of the experiments on KG robustness

Language: Python - Size: 557 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

INK-USC/rockner

Language: Python - Size: 34.8 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 9 - Forks: 1

INK-USC/RiddleSense

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

Language: Python - Size: 16.3 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 1

INK-USC/fewNER

Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)

Language: Python - Size: 199 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 34 - Forks: 4

INK-USC/IsoBN

IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization

Language: Python - Size: 4.88 KB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 12 - Forks: 0

INK-USC/entity-robustness

Code and data for paper "On the Robustness of Reading Comprehension Models to Entity Renaming" (NAACL'22)

Language: Python - Size: 4.69 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 10 - Forks: 0

INK-USC/sparse-distillation

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

Language: Python - Size: 3.46 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 10 - Forks: 3

INK-USC/CALM

Source code for ICLR 2021 paper : Pre-training Text-to-Text Transformers for Concept-Centric Common Sense

Language: Python - Size: 26.5 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 27 - Forks: 0

INK-USC/RobustLR

A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners

Language: Python - Size: 1.06 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 2

INK-USC/shifted-label-distribution

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

Language: C++ - Size: 4.99 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 40 - Forks: 2

INK-USC/NumerSense

The data and code for NumerSense (EMNLP2020)

Language: Python - Size: 4.25 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 16 - Forks: 5

INK-USC/ReCross

ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation

Language: Python - Size: 130 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 20 - Forks: 0

INK-USC/RICA

Language: Python - Size: 120 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

INK-USC/ReQuest

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

Language: C++ - Size: 1.72 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 26 - Forks: 5

INK-USC/HGN

Learning Contextualized Knowledge Structures for Commonsense Reasoning

Language: Python - Size: 66.4 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 16 - Forks: 2

INK-USC/Upstream-Bias-Mitigation

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

Language: Python - Size: 6.77 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

INK-USC/procedural-extraction

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

Language: Python - Size: 5.18 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 0

INK-USC/VisCOLL

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

Language: Python - Size: 96.1 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 24 - Forks: 4

INK-USC/get-started-on-dl-experiments

Size: 1.48 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

INK-USC/hierarchical-explanation-neural-sequence-models

Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.

Language: Python - Size: 172 KB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 29 - Forks: 8

INK-USC/NERO

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

Language: Python - Size: 2.71 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 47 - Forks: 6

INK-USC/StructMineDataPipeline

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

Language: C++ - Size: 1.05 MB - Last synced: 8 months ago - Pushed: about 6 years ago - Stars: 44 - Forks: 11

INK-USC/mrc-explanation

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

Language: Python - Size: 1.51 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 10 - Forks: 0

INK-USC/NExT

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

Language: Python - Size: 300 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 18 - Forks: 4

INK-USC/MACROSCORE

MACROSCORE - Scoring Scientific Research

Language: Jupyter Notebook - Size: 148 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

INK-USC/AutoTriggER

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

INK-USC/bias-mitigation-via-transfer-learning

Source code for Arxiv paper: Efficiently Mitigating Classification Bias via Transfer Learning

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INK-USC/Life-iNet-public

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0