Large Language Models

LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis CVPR 2026 LLMs as Span Annotators: A Comparative Study of LLMs and Humans EACL 2026 LLMs Got Rhyme? Hybrid Phonological Filtering for Greek Poetry Rhyme Detection and Generation EACL 2026 LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026 LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs AAAI 2026 LocalBench: Benchmarking LLMs on County-Level Local Knowledge and Reasoning AAAI 2026 LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control ACL 2026 LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026 LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026 LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation AAAI 2026 looploop at SemEval-2026 Task 3: A Dimensional Aspect-Based Sentiment System with DeBERTa Regression and Qwen3 Instruction Fine-Tuning SemEval 2026 Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction EACL 2026 Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning 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 Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque EACL 2026 Machine Translation for Low Resource Turkic Languages: English-Tatar EACL 2026 MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language EACL 2026 Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language EACL 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 Manipulation Intention Understanding for Zero-Shot Composed Image Retrieval AAAI 2026 Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding EACL 2026 MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support EACL 2026 MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026