Large Language Models

Online Multi-LLM Selection via Contextual Bandits Under Unstructured Context Evolution AAAI 2026 On the Alignment of Large Language Models with Global Human Opinion AAAI 2026 On the Continued Value of Universal Dependencies in the Era of Large Language Models ACL 2026 On the Credibility of Evaluating LLMs using Survey Questions EACL 2026 On the Evaluation of Capability Estimation Methods for Large Language Models AAAI 2026 On the scaling relationship between cloze probabilities and language model next-token prediction CoNLL 2026 On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026 Optimized Algorithms for Text Clustering with LLM-Generated Constraints AAAI 2026 Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026) EACL 2026 PAI at SemEval-2026 Task 3: An LLM and Data Redistribution Adaptation-Based Predictive Strategy for Valence-Arousal Scores SemEval 2026 PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence AAAI 2026 ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data AAAI 2026 Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization ACL 2026 PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models AAAI 2026 PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ACL 2026 Peek2: Regex-free Byte-level Byte-Pair Encoding Pretokenizer for LLM Inference on Edge Devices ACL 2026 PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark EACL 2026 PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models EACL 2026 Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities EACL 2026 Persistent Instability in LLM’s Personality Measurements: Effects of Scale, Reasoning, and Conversation History AAAI 2026 Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026 Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026 Personal Information Parroting in Language Models EACL 2026 Personality Editing for Language Models through Adjusting Self-Referential Queries EACL 2026 Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026