large language model

LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls ACL 2026 LoPT: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model ACL 2026 LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging ACL 2026 Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory AAAI 2026 LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026 LST at MWE-2026 AdMIRe 2: Advancing Multimodal Idiomaticity Representation EACL 2026 M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting AAAI 2026 M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs AAAI 2026 Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026 Machine Translation for Low Resource Turkic Languages: English-Tatar EACL 2026 MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization ACL 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer AAAI 2026 Make LLMs See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning ACL 2026 Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification AAAI 2026 MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026 MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026 Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026 MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 MAPS: A Multilingual Benchmark for Agent Performance and Security EACL 2026 Mario: Multimodal Graph Reasoning with Large Language Models CVPR 2026 Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026 Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting ACL 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 MASEval: Extending Multi-Agent Evaluation from Models to Systems ACL 2026