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Large Language Models

6,405 papers

Papers per year

Papers

WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025
AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025
Do Large Language Models Learn Human-Like Strategic Preferences? ACL 2025
Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025
PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025
Safe in Isolation, Dangerous Together: Agent-Driven Multi-Turn Decomposition Jailbreaks on LLMs ACL 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025
Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning ACL 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025
Measuring temporal effects of agent knowledge by date-controlled tool use ACL 2025
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025
FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025
The Power of Simplicity in LLM-Based Event Forecasting ACL 2025
Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025
Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025
Literature discovery with natural language queries ACL 2025
Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025
Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025
Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025