Language Modeling

Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly EACL 2026 Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish EACL 2026 Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 Towards Singable Lyrics Translation Using Large Language Models EACL 2026 Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026 TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026 What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026 xLM: A Python Package for Non-Autoregressive Language Models EACL 2026 3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025 ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 A Benchmark for Hindi Verb-Argument Structure Alternations EMNLP 2025 Ability Transfer Through Language Mixing IJCNLP 2025 Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies ICML 2025 A Comparison of Elementary Baselines for BabyLM EMNLP 2025 A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CoNLL 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Active Curriculum Language Modeling over a Hybrid Pre-training Method EMNLP 2025 AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025 Adam Exploits ℓ_∞-geometry of Loss Landscape via Coordinate-wise Adaptivity ICLR 2025 Adapting Large Language Models for Character-based Augmentative and Alternative Communication EMNLP 2025 Adaptive Elicitation of Latent Information Using Natural Language ICML 2025 Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025