Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025

Revisiting In-Context Learning with Long Context Language Models ACL 2025

SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025

Story Generation with Large Language Models for African Languages ACL 2025

Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025

Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025

Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025

Text Compression for Efficient Language Generation NAACL 2025

BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025

SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025

Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025

CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs NAACL 2025

LoGU: Long-form Generation with Uncertainty Expressions ACL 2025

Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025

Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025

Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025

Improved Unbiased Watermark for Large Language Models ACL 2025

The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025

Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025

ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025

ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025

Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025

Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025

Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025

Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025