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Large Language Models

2678 directly classified papers

Papers per year

Papers

Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls IJCAI 2024
Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024
An LLM-enhanced Agent-based Simulation Tool for Information Propagation IJCAI 2024
Oasis: Data Curation and Assessment System for Pretraining of Large Language Models IJCAI 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024
Topic Modeling for Short Texts with Large Language Models ACL 2024
ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024
Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness ACL 2024
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024
MoExtend: Tuning New Experts for Modality and Task Extension ACL 2024
Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024
AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024
Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024
A Grounded Preference Model for LLM Alignment ACL 2024
CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step ACL 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset ACL 2024
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024
Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024
MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection ACL 2024