Resources & Methods

Language of Thought Shapes Output Diversity in Large Language Models ACL 2026 Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 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 for Mental Health: A Multilingual Evaluation 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 LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ACL 2026 Latent-Condensed Transformer for Efficient Long Context Modeling ACL 2026 Layer-wise Swapping for Generalizable Multilingual Safety EACL 2026 LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation ACL 2026 Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study 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 Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 Learning to Judge: LLMs Designing and Applying Evaluation Rubrics EACL 2026 LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026 Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026 Leveraging CoHere Multilingual Embeddings and Inverted Softmax Retrieval for Automatic Parallel Sentence Alignment in Low-Resource Languages EACL 2026 Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages 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