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Language Modeling

1624 directly classified papers

Papers per year

Papers

D.Va: Validate Your Demonstration First Before You Use It ACL 2025
Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025
The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025
ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ACL 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025
Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts EMNLP 2025
Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025
Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025
SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025
Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025
HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025
Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025