Language Modeling

Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 Scaling Data-Constrained Language Models JMLR 2025 Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025 Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025 Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation EMNLP 2025 Segment-Based Attention Masking for GPTs ACL 2025 Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025 Self-Boosting Large Language Models with Synthetic Preference Data ICLR 2025 Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization AAAI 2025 Semantic Frame Induction from a Real-World Corpus ACL 2025 SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025 Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ACL 2025 SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction ICLR 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication IJCAI 2025 SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025 SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 Sinhala Encoder-only Language Models and Evaluation ACL 2025 SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025 skLEP: A Slovak General Language Understanding Benchmark ACL 2025 Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025 SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025