Large Language Models

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024 LaMP: When Large Language Models Meet Personalization ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 LangCell: Language-Cell Pre-training for Cell Identity Understanding ICML 2024 Language Model Beats Diffusion - Tokenizer is key to visual generation ICLR 2024 Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain NAACL 2024 Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024 Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences ACL 2024 Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Language Models Linearly Represent Sentiment EMNLP 2024 Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs EMNLP 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 LAraBench: Benchmarking Arabic AI with Large Language Models EACL 2024 LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights EMNLP 2024 Large Human Language Models: A Need and the Challenges NAACL 2024 Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024 Large Language Model Based Multi-agents: A Survey of Progress and Challenges IJCAI 2024 Large Language Model-based Pipeline for Item Difficulty and Response Time Estimation for Educational Assessments NAACL 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024 Large Language Models are Geographically Biased ICML 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024