language modeling

655 papers

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Also known as

NLM LM

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language model (4573) text generation (2903) recurrent neural network (1790) large language model (12755) neural network (6616) transformer architecture (1555) representation learning (6174) attention mechanism (3975) machine translation (2472) automatic speech recognition (1764)

Papers

ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025

Transfer of Structural Knowledge from Synthetic Languages ACL 2025

NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025

Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025

Differential Mamba IJCNLP 2025

3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025

Code-switching Mediated Sentence-level Semantic Learning AAAI 2025

Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025

so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025

A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025

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

Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025

TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025

Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion COLING 2025

FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025

IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025

Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025

Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models COLING 2025

HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025

On the Power of Convolution-Augmented Transformer AAAI 2025

Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025

LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025

IndoMorph: a Morphology Engine for Indonesian COLING 2025