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Large Language Models

2678 directly classified papers

Papers per year

Papers

Localized Zeroth-Order Prompt Optimization NIPS 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability NIPS 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NIPS 2024
Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024
Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024
Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models EACL 2024
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024
LMDrive: Closed-Loop End-to-End Driving with Large Language Models CVPR 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024
Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ACL 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024
CMMLU: Measuring massive multitask language understanding in Chinese ACL 2024
Perturbed examples reveal invariances shared by language models ACL 2024
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024
PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities ACL 2024
How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024