INK Lab @ USC

Sources

68 repositories

LINK
Public
Code for EMNLP 2024 paper "In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search"
Python
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MIT License
•1•6•0•0•Updated Dec 30, 2024Dec 30, 2024
Lifelong-ICL
Public
Code for paper "Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack"
Jupyter Notebook
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MIT License
•0•7•0•0•Updated Dec 7, 2024Dec 7, 2024
ink-usc.github.io
Public
INK Research Lab Website
JavaScript
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Other
•0•2•0•0•Updated Aug 2, 2024Aug 2, 2024
PE2
Public
Code for paper "Prompt Engineering a Prompt Engineer" (https://arxiv.org/abs/2311.05661)
Python
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MIT License
•0•6•0•0•Updated Aug 1, 2024Aug 1, 2024
lm-forgetting-prediction-code
Public
Python
•0•2•0•0•Updated Jul 28, 2024Jul 28, 2024
lm-forgetting-prediction
Public
JavaScript
•0•0•0•0•Updated Jul 23, 2024Jul 23, 2024
Controllable-AV-Explanations
Public
Python
•0•1•0•0•Updated Jun 27, 2024Jun 27, 2024
RationaleMultiRewardDistillation
Public
Code and Dataset for preprint titled "Tailoring Self-Rationalizers with Multi-Reward Distillation"
Python
•1•6•0•0•Updated Jun 21, 2024Jun 21, 2024
CPL
Public
Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)
Python
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MIT License
•13•56•3•1•Updated May 3, 2024May 3, 2024
predicting-big-bench
Public
Code for paper "How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench"
Python
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Apache License 2.0
•0•2•0•0•Updated Jan 24, 2024Jan 24, 2024
CommonGen
Public
A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning
natural-language-processing deep-learning text-generation natural-language-generation nlg-dataset commonsense-reasoning nlp-datasets machine-reasoning language-generation-dataset
Python
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MIT License
•23•139•0•7•Updated Jan 5, 2024Jan 5, 2024
RationaleHumanUtility
Public
Codebase for Human Utility of FTRs at ACL 2023
Python
•0•5•0•0•Updated Jul 31, 2023Jul 31, 2023
FiD-ICL
Public
"FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)
Python
•1•13•0•0•Updated Jul 24, 2023Jul 24, 2023
G-PlanET
Public
Python
•3•8•1•0•Updated Jul 15, 2023Jul 15, 2023
BITE
Public
Code and data for paper "BITE: Textual Backdoor Attacks with Iterative Trigger Injection"
Python
•0•9•0•0•Updated Jul 14, 2023Jul 14, 2023
NumerSense
Public
The data and code for NumerSense (EMNLP2020)
nlp language-models commonsense-reasoning commonsense-extraction
Python
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MIT License
•8•19•0•2•Updated May 8, 2023May 8, 2023
entity-robustness
Public
Code and data for paper "On the Robustness of Reading Comprehension Models to Entity Renaming" (NAACL'22)
Python
•0•11•0•0•Updated May 4, 2023May 4, 2023
XMD
Public
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
Vue
•1•8•0•0•Updated Feb 24, 2023Feb 24, 2023
ER-Test
Public
Code for ER-Test, accepted to the Findings of EMNLP 2022
nlp explanability
Python
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MIT License
•0•3•0•0•Updated Feb 2, 2023Feb 2, 2023
CrossTaskMoE
Public
Code for paper "Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts" (Findings of EMNLP 2022)
Python
•0•2•0•0•Updated Jan 12, 2023Jan 12, 2023
AlpacaTag
Public
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
named-entity-recognition crowdsourcing active-learning sequence-labeling annotation-framework
HTML
•22•137•14•1•Updated Jan 5, 2023Jan 5, 2023
VisCOLL
Public
Code and data for the project "Visually grounded continual learning of compositional semantics"
Python
•4•21•2•8•Updated Dec 27, 2022Dec 27, 2022
GMED
Public
Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020
Python
•2•17•1•15•Updated Dec 8, 2022Dec 8, 2022
Reflect
Public
Data and Code for Paper "Reflect Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality" (EMNLP 2022)
Python
•0•11•1•0•Updated Nov 28, 2022Nov 28, 2022
HGN
Public
Learning Contextualized Knowledge Structures for Commonsense Reasoning
Python
•2•17•0•0•Updated Nov 24, 2022Nov 24, 2022
RobustLR
Public
A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners
nlp deep-learning language-model reasoning robustness deductive-reasoning
Python
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MIT License
•3•8•0•0•Updated Nov 11, 2022Nov 11, 2022
RICA
Public
Python
•0•0•0•0•Updated Oct 11, 2022Oct 11, 2022
TriggerNER
Public
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
information-extraction dataset named-entity-recognition nlp-resources nlp-datasets low-resource sequence-tagging
Python
•19•172•1•0•Updated Jun 15, 2022Jun 15, 2022
SalKG
Public
This is the official PyTorch implementation of our NeurIPS 2021 paper: "SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning"
natural-language-processing knowledge-graph explanation commonsense-reasoning
Python
•0•14•0•0•Updated Jun 9, 2022Jun 9, 2022
FaiRR
Public
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)
Python
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MIT License
•6•14•0•0•Updated May 19, 2022May 19, 2022