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Language Modeling

2,579 papers

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Papers

Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026
Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal EACL 2026
Perplexity as a Metric for Dialectal Distance: A Computational Study of Greek Varieties EACL 2026
DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression AAAI 2026
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026
Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026
MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026
Towards Effective Code-Integrated Reasoning AAAI 2026
Sparse Attention Across Multiple-Context KV Cache AAAI 2026
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026
HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization AAAI 2026
TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026
Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026
Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning AAAI 2026
Are Language Models Any Good at Density Modeling? AAAI 2026
Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026
In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026
HumorReject: Decoupling LLM Safety from Refusal Prefix via a Little Humor AAAI 2026
A Compress-Expand Framework for Automatic Lesson Plan Generation AAAI 2026
Octopus: Entropy-Controlled Science Fiction Literature Generation with Persistent Memory-Context Binding AAAI 2026
Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract) AAAI 2026
ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026
PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026
Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ACL 2026