Large Language Models

Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026 LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models ACL 2026 Large Language Models as Oracles for Ontology Alignment EACL 2026 Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026 Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026 Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models AAAI 2026 Latent-Condensed Transformer for Efficient Long Context Modeling ACL 2026 Layer-wise Swapping for Generalizable Multilingual Safety EACL 2026 Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization ACL 2026 Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting AAAI 2026 Learning to Judge: LLMs Designing and Applying Evaluation Rubrics EACL 2026 Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America EACL 2026 LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis AAAI 2026 LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026 LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026 Linguistics to LLMs: Teaching with and about Chatbots EACL 2026 LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts EACL 2026 LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026 Listening Between the Frames: Bridging Temporal Gaps in Large Audio-Language Models AAAI 2026 LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs AAAI 2026 LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding AAAI 2026 LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026 LLM-as-a-Judge for Low-Resource Languages: Adapting Ragas and Comparative Ranking for Romanian EACL 2026 LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026