Language Modeling

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026 A Compress-Expand Framework for Automatic Lesson Plan Generation AAAI 2026 Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026 A Model of the Language Process ACL 2026 An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal ACL 2026 Are Language Models Any Good at Density Modeling? AAAI 2026 CaTok: Taming Mean Flows for One-Dimensional Causal Image Tokenization CVPR 2026 Causal Direct Preference Optimization for Language Model Alignment EACL 2026 Child-directed speech facilitates production, not comprehension, in BabyLMs CoNLL 2026 CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026 Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal EACL 2026 Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression AAAI 2026 DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026 Evaluating the Impact of SAE-based Language Steering on LLM Performance EACL 2026 Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract) AAAI 2026 Form and Meaning in Intrinsic Multilingual Evaluations EACL 2026 From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization AAAI 2026 How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective EACL 2026 Humans and transformer LMs: Abstraction drives language learning EACL 2026 HumorReject: Decoupling LLM Safety from Refusal Prefix via a Little Humor AAAI 2026 Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump’s Presidential Campaigns EACL 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026