← Models
Deep Learning › Models ›

Language Models

705 directly classified papers

Papers per year

Papers

A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025
EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ACL 2025
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ACL 2025
Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025
On Support Samples of Next Word Prediction ACL 2025
Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model AAAI 2025
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025
TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025
A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025
Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025
nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025
polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025
Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025
Story Generation with Large Language Models for African Languages ACL 2025
TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings AAAI 2025
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch ACL 2025
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025
SR-LLM: Rethinking the Structured Representation in Large Language Model ACL 2025
Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding ACL 2025
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025
VERSE: Verification-based Self-Play for Code Instructions AAAI 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025