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Language Modeling

1624 directly classified papers

Papers per year

Papers

MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
Rubic2: Ensemble Model for Russian Lemmatization ACL 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025
Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025
Do Large Language Models Understand Word Senses? EMNLP 2025
C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness AAAI 2025
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Are Larger Language Models Better at Disambiguation? NAACL 2025
Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Natural Language Generation with Expert Standards AAAI 2025
Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching NAACL 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025