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Large Language Models

9067 directly classified papers

Papers per year

Papers

Identifying and Resolving Annotation Changes for Natural Language Understanding NAACL 2021
Cost-effective Deployment of BERT Models in Serverless Environment NAACL 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages NAACL 2021
Are we there yet? Exploring clinical domain knowledge of BERT models NAACL 2021
Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain NAACL 2021
That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models NAACL 2021
Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention NAACL 2021
Unsupervised Natural Language Parsing (Introductory Tutorial) EACL 2021
Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task EACL 2021
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021
Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction NAACL 2021
CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns NAACL 2021
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models NAACL 2021
Reconstructing Implicit Knowledge with Language Models NAACL 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? IJCNLP 2021
Selecting Informative Contexts Improves Language Model Fine-tuning IJCNLP 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning IJCNLP 2021
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies IJCNLP 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model IJCNLP 2021
Explaining Relationships Between Scientific Documents IJCNLP 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering IJCNLP 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction IJCNLP 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment IJCNLP 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words IJCNLP 2021