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Language Modeling

2,579 papers

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Papers

Masked Diffusion Language Models with Frequency-Informed Training EMNLP 2025
Babies Learn to Look Ahead: Multi-Token Prediction in Small LMs EMNLP 2025
FIRMA: Bidirectional Formal-Informal Mathematical Language Alignment with Proof-Theoretic Grounding EMNLP 2025
Asking a Language Model for Diverse Responses EMNLP 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025
DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025
Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025
MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs ICCV 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025
WenyanGPT: A Large Language Model for Classical Chinese Tasks IJCAI 2025
Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication IJCAI 2025
From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 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
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025
What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction IJCNLP 2025
Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025
Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025