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Large Language Models

9067 directly classified papers

Papers per year

Papers

OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022
Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022
A survey on improving NLP models with human explanations ACL 2022
Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction ACL 2022
Addressing token uniformity in transformers via singular value transformation UAI 2022
Deduplicating Training Data Mitigates Privacy Risks in Language Models ICML 2022
Co-training Improves Prompt-based Learning for Large Language Models ICML 2022
Learning to Rank Visual Stories From Human Ranking Data ACL 2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing ACL 2022
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022
Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SEMEVAL 2022
Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
Materialized Knowledge Bases from Commonsense Transformers ACL 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge AAAI 2022
On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation AAAI 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022