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Language Modeling

1624 directly classified papers

Papers per year

Papers

Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
Segment-Based Attention Masking for GPTs ACL 2025
Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025
Unsupervised Morphological Tree Tokenizer ACL 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025
Surprise Calibration for Better In-Context Learning EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025
D.Va: Validate Your Demonstration First Before You Use It ACL 2025
Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ACL 2025