Large Language Models

TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP 2022 Textomics: A Dataset for Genomics Data Summary Generation ACL 2022 Text Revision By On-the-Fly Representation Optimization AAAI 2022 TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models NeurIPS 2022 The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts COLING 2022 The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NeurIPS 2022 The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank NAACL 2022 The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection COLING 2022 The Effects of Surprisal across Languages: Results from Native and Non-native Reading AACL 2022 The Grammar-Learning Trajectories of Neural Language Models ACL 2022 The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022 The MultiBERTs: BERT Reproductions for Robustness Analysis ICLR 2022 Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NeurIPS 2022 THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption ACL 2022 Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022 Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers NeurIPS 2022 Toward Building a Language Model for Understanding Temporal Commonsense AACL 2022 Towards Continual Knowledge Learning of Language Models ICLR 2022 Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022 Towards Toxic Positivity Detection NAACL 2022 Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022 Training Dynamics for Text Summarization Models ACL 2022 Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022