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Large Language Models

6,405 papers

Papers per year

Papers

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024
Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024
UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ACL 2024
The Impact of Reasoning Step Length on Large Language Models ACL 2024
LoRA Meets Dropout under a Unified Framework ACL 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models ACL 2024
Plum: Prompt Learning using Metaheuristics ACL 2024
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024
KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024
Ranking Large Language Models without Ground Truth ACL 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ACL 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024
Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024
Chain of Logic: Rule-Based Reasoning with Large Language Models ACL 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ACL 2024