Foundation Models

Ad Headline Generation using Self-Critical Masked Language Model NAACL 2021 A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow ACL 2021 AI-Infused Collaborative Inquiry in Upper Elementary School: A Game-Based Learning Approach AAAI 2021 Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021 Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models Interspeech 2021 An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models NAACL 2021 A New Approach to Overgenerating and Scoring Abstractive Summaries NAACL 2021 Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021 Are NLP Models really able to Solve Simple Math Word Problems? NAACL 2021 A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021 A Unified Generative Framework for Various NER Subtasks ACL 2021 Automatic Difficulty Classification of Arabic Sentences EACL 2021 BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task NAACL 2021 Beyond English-Centric Multilingual Machine Translation JMLR 2021 BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA NAACL 2021 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021 Calibrate Before Use: Improving Few-shot Performance of Language Models ICML 2021 Can Transformer Language Models Predict Psychometric Properties? ACL 2021 CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021 CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata EACL 2021 Conditional Generation of Temporally-ordered Event Sequences ACL 2021 Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems NeurIPS 2021 Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021