Large Language Models

Competence Collapse in Code-Mixed Generation: Spectral Evidence and Mechanistic Recovery via Cross-Lingual Activation Steering EACL 2026 Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026 ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models AAAI 2026 Confidence as a Tie-Breaker: Reassessing Multilingual Hedging Bias in LLM-as-a-Judge Evaluation ACL 2026 Confidence Estimation for Text-to-SQL in Large Language Models AAAI 2026 ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 Constructing a Japanese Verdict Prediction Dataset for Fact-Checking of LLM-Generated Texts ACL 2026 Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026 Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026 Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs ACL 2026 CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026 CroCoSyn: A Cross-Lingual and Cross-Model Corpus of LLM-Generated Film Synopses EACL 2026 Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026 Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings EACL 2026 Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages EACL 2026 Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning AAAI 2026 CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models AAAI 2026 CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026 Crowdsourcing Piedmontese to Test LLMs on Non-Standard Orthography EACL 2026 CTX-Coder: Cross-Attention Architectures Empower LLMs for Long-Context Vulnerability Detection AAAI 2026 CUCLASIC at SemEval-2026 Task 5: LLM Prompting Strategies for Rating Ambiguous Word Senses SemEval 2026 Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues ACL 2026 Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation ACL 2026 Current state of LLMs for Arabic dialectal machine translation EACL 2026 CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models ACL 2026