Large Language Models

Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 Exploring Length Generalization in Large Language Models NeurIPS 2022 Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022 Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022 Fault-Aware Neural Code Rankers NeurIPS 2022 Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022 Finetuned Language Models are Zero-Shot Learners ICLR 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks NAACL 2022 Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation NAACL 2022 Generating Repetitions with Appropriate Repeated Words NAACL 2022 Generic Overgeneralization in Pre-trained Language Models COLING 2022 GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022 HashFormers: Towards Vocabulary-independent Pre-trained Transformers EMNLP 2022 How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022 How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022 How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022 How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022 Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning COLING 2022 Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022