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Large Language Models

6405 directly classified papers

Papers per year

Papers

Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023
Learning To Name Classes for Vision and Language Models CVPR 2023
ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ACL 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023
G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023
LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by 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
Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting 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
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023
Unlearning Bias in Language Models by Partitioning Gradients ACL 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023
Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts ACL 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
Mapping Brains with Language Models: A Survey ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Augmenting Large Language Model Translators via Translation Memories ACL 2023
DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023
How Well Do Large Language Models Perform on Faux Pas Tests? ACL 2023