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Large Language Models

9,067 papers

Papers per year

Papers

G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023
Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023
Code Execution with Pre-trained Language Models ACL 2023
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models ACL 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023
Evaluating the Factual Consistency of Large Language Models Through News Summarization ACL 2023
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023
Rethinking Semi-supervised Learning with Language Models ACL 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023
Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023
Unlearning Bias in Language Models by Partitioning Gradients ACL 2023
Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023
Numeric Magnitude Comparison Effects in Large Language Models ACL 2023
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ACL 2023
PEER: Pre-training ELECTRA Extended by Ranking ACL 2023
Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023
Towards Imperceptible Document Manipulations against Neural Ranking Models ACL 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023
Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023
Distilling Reasoning Capabilities into Smaller Language Models ACL 2023
Cost-effective Distillation of Large Language Models ACL 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023