Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Dec 11, 2022 Natural Language Understanding XLM-R
Code Code Available GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Nov 15, 2022 Natural Language Understanding Out-of-Distribution Generalization
Code Code Available ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Nov 1, 2022 Natural Language Understanding Negation
Code Code Available Parameter-Efficient Tuning Makes a Good Classification Head Oct 30, 2022 Classification Natural Language Understanding
Code Code Available Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Oct 26, 2022 Language Modeling Language Modelling
Code Code Available Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Oct 22, 2022 Cross-Lingual Transfer Natural Language Understanding
Code Code Available InforMask: Unsupervised Informative Masking for Language Model Pretraining Oct 21, 2022 Language Modeling Language Modelling
Code Code Available Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Oct 16, 2022 Language Modeling Language Modelling
Code Code Available A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Oct 11, 2022 Natural Language Understanding
Code Code Available Explaining Patterns in Data with Language Models via Interpretable Autoprompting Oct 4, 2022 Explanation Generation Natural Language Understanding
Code Code Available ConFiguRe: Exploring Discourse-level Chinese Figures of Speech Sep 16, 2022 Natural Language Understanding Sentence
Code Code Available Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent Sep 6, 2022 Explainable Artificial Intelligence (XAI) Natural Language Understanding
Code Code Available FOLIO: Natural Language Reasoning with First-Order Logic Sep 2, 2022 Language Modeling Language Modelling
Code Code Available IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Aug 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Efficient Long-Text Understanding with Short-Text Models Aug 1, 2022 Articles Decoder
Code Code Available PLM-ICD: Automatic ICD Coding with Pretrained Language Models Jul 12, 2022 Diagnostic Natural Language Understanding
Code Code Available Endowing Language Models with Multimodal Knowledge Graph Representations Jun 27, 2022 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Jun 25, 2022 image-classification Image Classification
Code Code Available TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based Models Jun 3, 2022 Ensemble Learning Natural Language Understanding
Code Code Available TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based Models Jun 1, 2022 Ensemble Learning Natural Language Understanding
Code Code Available GisPy: A Tool for Measuring Gist Inference Score in Text May 25, 2022 Coherence Evaluation Decision Making
Code Code Available InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning May 25, 2022 Dialogue Evaluation Dialogue Generation
Code Code Available 