data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available 5 Attention Is (not) All You Need for Commonsense Reasoning May 31, 2019 All Coreference Resolution
Code Code Available 5 AceGPT, Localizing Large Language Models in Arabic Sep 21, 2023 Instruction Following Language Modeling
Code Code Available 5 A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available 5 Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models Aug 3, 2023 In-Context Learning Natural Language Understanding
Code Code Available 5 Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 5 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 5 An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Nov 18, 2019 Coreference Resolution Goal-Oriented Dialog
Code Code Available 5 BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
Code Code Available 5 CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available 5 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available 5 Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available 5 Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available 5 Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Jun 2, 2019 Common Sense Reasoning Language Modeling
Code Code Available 5 On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Apr 16, 2021 Active Learning Natural Language Understanding
Code Code Available 5 An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Oct 6, 2020 Machine Translation Natural Language Understanding
Code Code Available 5 C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available 5 BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 5 DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available 5 ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available 5 BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials Dec 14, 2023 Binarization Natural Language Understanding
Code Code Available 5 Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available 5 AllenNLP: A Deep Semantic Natural Language Processing Platform Mar 20, 2018 Natural Language Understanding Reading Comprehension
Code Code Available 5 Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Jun 16, 2021 Deep Learning Information Retrieval
Code Code Available 5 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 5 