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Transfer Learning

510 directly classified papers

Papers per year

Papers

Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores NAACL 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue ACL 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024
SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
Automatic Detection of Hearing Loss from Children's Speech using wav2vec 2.0 Features INTERSPEECH 2024
Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation EMNLP 2024
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024
Time is Encoded in the Weights of Finetuned Language Models ACL 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024
Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning AAAI 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024
TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024
MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024
KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024
Toward the Modular Training of Controlled Paraphrase Adapters EACL 2024