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Transfer Learning

8,078 papers

Papers per year

Papers

Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024
MaskLID: Code-Switching Language Identification through Iterative Masking ACL 2024
SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ACL 2024
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning ACL 2024
Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ACL 2024
CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units ACL 2024
Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024
Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024
Wav2SQL: Direct Generalizable Speech-To-SQL Parsing ACL 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024
Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ACL 2024
Learning to Maximize Mutual Information for Chain-of-Thought Distillation ACL 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024