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Papers
Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation
AAAI 2026
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
ICML 2025
Cool-Fusion: Fuse Large Language Models without Training
ACL 2025
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
ICLR 2025
Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units
EMNLP 2025
Bridging the Gap between Different Vocabularies for LLM Ensemble
NAACL 2024
Dual-Space Knowledge Distillation for Large Language Models
EMNLP 2024
Machine-Created Universal Language for Cross-Lingual Transfer
AAAI 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies
EMNLP 2024
Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies
EMNLP 2023
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks
ACL 2022
Vocabulary Alignment for Collaborative Agents: a Study with Real-World Multilingual How-to Instructions
IJCAI 2018