pre-trained language model

HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response EMNLP 2022 Identifying Human Needs through Social Media: A study on Indian cities during COVID-19 NAACL 2022 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022 IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models EMNLP 2022 Imagination-Augmented Natural Language Understanding NAACL 2022 Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Impact of Sequence Length and Copying on Clause-Level Inflection EMNLP 2022 Improved Evaluation of Automatic Source Code Summarisation EMNLP 2022 Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022 Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation EMNLP 2022 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022 Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging EMNLP 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022 Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022 Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis ACL 2022 IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022 Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Investigating Math Word Problems using Pretrained Multilingual Language Models EMNLP 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022 Iteratively Prompt Pre-trained Language Models for Chain of Thought EMNLP 2022 JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022