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Large Language Models

9067 directly classified papers

Papers per year

Papers

LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models EMNLP 2022
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
Contextualizing Language Models for Norms Diverging from Social Majority EMNLP 2022
Distillation-Resistant Watermarking for Model Protection in NLP EMNLP 2022
ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022
HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models SEMEVAL 2022
ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations SEMEVAL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022
Are Prompt-based Models Clueless? ACL 2022
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL 2022
Word Order Does Matter and Shuffled Language Models Know It ACL 2022
The Grammar-Learning Trajectories of Neural Language Models ACL 2022
Data Contamination: From Memorization to Exploitation ACL 2022