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Large Language Models

9067 directly classified papers

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Papers

Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
Discourse-Aware Soft Prompting for Text Generation EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models EMNLP 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model EMNLP 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought EMNLP 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? EMNLP 2022
Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations EMNLP 2022
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022
Life after BERT: What do Other Muppets Understand about Language? ACL 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022