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Transfer Learning

3884 directly classified papers

Papers per year

Papers

LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes CVPR 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
Bridging the Gap Between End-to-End and Two-Step Text Spotting CVPR 2024
Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NIPS 2024
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Investigating Cultural Alignment of Large Language Models ACL 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024