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Large Language Models

9,153 papers

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Papers

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure 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
SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022
Table-To-Text generation and pre-training with TabT5 EMNLP 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
SlovakBERT: Slovak Masked Language Model EMNLP 2022
Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022
Probing Pretrained Models of Source Codes EMNLP 2022
Collateral facilitation in humans and language models EMNLP 2022
Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models EMNLP 2022
Incremental Processing of Principle B: Mismatches Between Neural Models and Humans EMNLP 2022
Probing for targeted syntactic knowledge through grammatical error detection EMNLP 2022
Characterizing Verbatim Short-Term Memory in Neural Language Models EMNLP 2022
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022
User or Labor: An Interaction Framework for Human-Machine Relationships in NLP EMNLP 2022