{"payload":{"pageCount":3,"repositories":[{"type":"Public","name":"ink-usc.github.io","owner":"INK-USC","isFork":false,"description":"INK Research Lab Website","allTopics":[],"primaryLanguage":{"name":"JavaScript","color":"#f1e05a"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":"Other","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-04T00:50:44.945Z"}},{"type":"Public","name":"CPL","owner":"INK-USC","isFork":false,"description":"Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":3,"starsCount":56,"forksCount":14,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-03T22:22:52.638Z"}},{"type":"Public","name":"predicting-big-bench","owner":"INK-USC","isFork":false,"description":"Code for paper \"How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench\"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-24T01:43:36.881Z"}},{"type":"Public","name":"CommonGen","owner":"INK-USC","isFork":false,"description":"A Constrained Text Generation Challenge Towards Generative Commonsense Reasoning","allTopics":["natural-language-processing","deep-learning","text-generation","natural-language-generation","nlg-dataset","commonsense-reasoning","nlp-datasets","machine-reasoning","language-generation-dataset"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":7,"issueCount":0,"starsCount":137,"forksCount":23,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-05T01:28:12.303Z"}},{"type":"Public","name":"RationaleMultiRewardDistillation","owner":"INK-USC","isFork":false,"description":"Code and Dataset for preprint titled \"Tailoring Self-Rationalizers with Multi-Reward Distillation\"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-12-18T15:10:23.632Z"}},{"type":"Public","name":"LINK","owner":"INK-USC","isFork":false,"description":"Code for paper \"In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search\"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-20T18:33:27.089Z"}},{"type":"Public","name":"RationaleHumanUtility","owner":"INK-USC","isFork":false,"description":"Codebase for Human Utility of FTRs at ACL 2023","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":5,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-31T00:52:04.168Z"}},{"type":"Public","name":"FiD-ICL","owner":"INK-USC","isFork":false,"description":"\"FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning\" (ACL 2023)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":12,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-24T05:33:23.564Z"}},{"type":"Public","name":"G-PlanET","owner":"INK-USC","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":6,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-15T07:23:23.075Z"}},{"type":"Public","name":"BITE","owner":"INK-USC","isFork":false,"description":"Code and data for paper \"BITE: Textual Backdoor Attacks with Iterative Trigger Injection\"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":9,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-07-14T02:17:46.550Z"}},{"type":"Public","name":"NumerSense","owner":"INK-USC","isFork":false,"description":"The data and code for NumerSense (EMNLP2020)","allTopics":["nlp","language-models","commonsense-reasoning","commonsense-extraction"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":2,"issueCount":0,"starsCount":19,"forksCount":8,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-05-08T19:11:17.852Z"}},{"type":"Public","name":"entity-robustness","owner":"INK-USC","isFork":false,"description":"Code and data for paper \"On the Robustness of Reading Comprehension Models to Entity Renaming\" (NAACL'22)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":11,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-05-04T08:53:21.258Z"}},{"type":"Public","name":"XMD","owner":"INK-USC","isFork":false,"description":"XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models","allTopics":[],"primaryLanguage":{"name":"Vue","color":"#41b883"},"pullRequestCount":0,"issueCount":0,"starsCount":7,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-24T16:55:30.839Z"}},{"type":"Public","name":"ER-Test","owner":"INK-USC","isFork":false,"description":"Code for ER-Test, accepted to the Findings of EMNLP 2022","allTopics":["nlp","explanability"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-02T19:34:46.454Z"}},{"type":"Public","name":"CrossTaskMoE","owner":"INK-USC","isFork":false,"description":"Code for paper \"Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts\" (Findings of EMNLP 2022)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-01-12T06:26:31.150Z"}},{"type":"Public","name":"AlpacaTag","owner":"INK-USC","isFork":false,"description":"AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)","allTopics":["named-entity-recognition","crowdsourcing","active-learning","sequence-labeling","annotation-framework"],"primaryLanguage":{"name":"HTML","color":"#e34c26"},"pullRequestCount":1,"issueCount":14,"starsCount":137,"forksCount":22,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-01-05T19:26:55.922Z"}},{"type":"Public","name":"VisCOLL","owner":"INK-USC","isFork":false,"description":"Code and data for the project \"Visually grounded continual learning of compositional semantics\"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":8,"issueCount":2,"starsCount":21,"forksCount":4,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-12-27T15:37:20.760Z"}},{"type":"Public","name":"GMED","owner":"INK-USC","isFork":false,"description":"Source code for \"Gradient Based Memory Editing for Task-Free Continual Learning\", 4th Lifelong ML Workshop@ICML 2020","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":15,"issueCount":1,"starsCount":16,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-12-08T04:31:26.571Z"}},{"type":"Public","name":"Reflect","owner":"INK-USC","isFork":false,"description":"Data and Code for Paper \"Reflect Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality\" (EMNLP 2022)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":11,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-28T06:46:13.985Z"}},{"type":"Public","name":"HGN","owner":"INK-USC","isFork":false,"description":"Learning Contextualized Knowledge Structures for Commonsense Reasoning","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":17,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-24T09:41:17.841Z"}},{"type":"Public","name":"RobustLR","owner":"INK-USC","isFork":false,"description":"A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners","allTopics":["nlp","deep-learning","language-model","reasoning","robustness","deductive-reasoning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":6,"forksCount":3,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-11T03:02:36.878Z"}},{"type":"Public","name":"RICA","owner":"INK-USC","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-10-11T01:16:13.415Z"}},{"type":"Public","name":"TriggerNER","owner":"INK-USC","isFork":false,"description":"TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)","allTopics":["information-extraction","dataset","named-entity-recognition","nlp-resources","nlp-datasets","low-resource","sequence-tagging"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":172,"forksCount":19,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-06-15T09:51:25.990Z"}},{"type":"Public","name":"SalKG","owner":"INK-USC","isFork":false,"description":"This is the official PyTorch implementation of our NeurIPS 2021 paper: \"SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning\"","allTopics":["natural-language-processing","knowledge-graph","explanation","commonsense-reasoning"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":14,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-06-09T06:12:21.548Z"}},{"type":"Public","name":"FaiRR","owner":"INK-USC","isFork":false,"description":"FaiRR: Faithful and Robust Deductive Reasoning over Natural Language (ACL 2022)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":14,"forksCount":5,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-05-19T09:17:15.613Z"}},{"type":"Public","name":"sparse-distillation","owner":"INK-USC","isFork":false,"description":"Code for \"Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models\"","allTopics":["natural-language-processing","knowledge-distillation","naacl2022"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":12,"forksCount":3,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-05-11T06:55:49.373Z"}},{"type":"Public","name":"ReCross","owner":"INK-USC","isFork":false,"description":"ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":22,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-05-01T03:27:55.976Z"}},{"type":"Public","name":"CrossFit","owner":"INK-USC","isFork":false,"description":"Code for paper \"CrossFit 🏋️: A Few-shot Learning Challenge for Cross-task Generalization in NLP\" (https://arxiv.org/abs/2104.08835)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":3,"starsCount":102,"forksCount":8,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-04-28T01:10:58.847Z"}},{"type":"Public","name":"fewNER","owner":"INK-USC","isFork":false,"description":"Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":43,"forksCount":3,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-04-07T02:54:21.649Z"}},{"type":"Public","name":"DIG","owner":"INK-USC","isFork":false,"description":"Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":24,"forksCount":3,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-03-26T17:08:18.070Z"}}],"repositoryCount":65,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}