Large Language Models

Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021 PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check ACL 2021 PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning SemEval 2021 PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021 Positional Artefacts Propagate Through Masked Language Model Embeddings ACL 2021 Pragmatic competence of pre-trained language models through the lens of discourse connectives CoNLL 2021 Pretrained Language Model for Text Generation: A Survey IJCAI 2021 Pre-training Methods for Neural Machine Translation ACL 2021 Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021 Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies ACL 2021 Probing Across Time: What Does RoBERTa Know and When? EMNLP 2021 Probing for Bridging Inference in Transformer Language Models NAACL 2021 Probing Toxic Content in Large Pre-Trained Language Models ACL 2021 Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NeurIPS 2021 ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021 Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution EMNLP 2021 Putting Humans in the Natural Language Processing Loop: A Survey EACL 2021 R00 at NLP4IF-2021 Fighting COVID-19 Infodemic with Transformers and More Transformers NAACL 2021 Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021 Rakuten’s Participation in WAT 2021: Examining the Effectiveness of Pre-trained Models for Multilingual and Multimodal Machine Translation ACL 2021 RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021 ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction SemEval 2021 Reconstructing Implicit Knowledge with Language Models NAACL 2021 RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021 Refining Targeted Syntactic Evaluation of Language Models NAACL 2021