Imagen de Portada

HOP to the Next Tasks and Domains for Continual Learning in NLP

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Michieli, Umberto, Ozay, Mete
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

K-Merge: Online Continual Merging of Adapters for On-device Large Language Models
por: Shenaj, Donald, et al.
Publicado: (2025)

Clustering-driven Memory Compression for On-device Large Language Models
por: Bohdal, Ondrej, et al.
Publicado: (2026)

Efficient Compositional Multi-tasking for On-device Large Language Models
por: Bohdal, Ondrej, et al.
Publicado: (2025)

Feature-Space Generative Models for One-Shot Class-Incremental Learning
por: Foster, Jack, et al.
Publicado: (2026)

Data-driven Clustering and Merging of Adapters for On-device Large Language Models
por: Bohdal, Ondrej, et al.
Publicado: (2026)

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
por: Hammoud, Hasan Abed Al Kader, et al.
Publicado: (2024)

Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning
por: Paramonov, Kirill, et al.
Publicado: (2025)

LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
por: Shenaj, Donald, et al.
Publicado: (2024)

DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
por: Aiello, Emanuele, et al.
Publicado: (2024)

MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment
por: Camuffo, Elena, et al.
Publicado: (2025)

On-device System of Compositional Multi-tasking in Large Language Models
por: Bohdal, Ondrej, et al.
Publicado: (2025)

LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models
por: Elesedy, Hayder, et al.
Publicado: (2024)

MemLoRA: Distilling Expert Adapters for On-Device Memory Systems
por: Bini, Massimo, et al.
Publicado: (2025)

Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition
por: Michieli, Umberto, et al.
Publicado: (2024)

A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization
por: Fish, Edward, et al.
Publicado: (2023)

SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks
por: Hussain, Sajid, et al.
Publicado: (2025)

CG-TTRL: Context-Guided Test-Time Reinforcement Learning for On-Device Large Language Models
por: Hosseini, Peyman, et al.
Publicado: (2025)

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
por: Geng, Saibo, et al.
Publicado: (2023)

Continual Error Correction on Low-Resource Devices
por: Paramonov, Kirill, et al.
Publicado: (2025)

Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks
por: Vatsal, Shubham, et al.
Publicado: (2025)

Deep Neural Network Models Trained With A Fixed Random Classifier Transfer Better Across Domains
por: Ali, Hafiz Tiomoko, et al.
Publicado: (2024)

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
por: Qi, Jingyuan, et al.
Publicado: (2023)

EvalxNLP: A Framework for Benchmarking Post-Hoc Explainability Methods on NLP Models
por: Dhaini, Mahdi, et al.
Publicado: (2025)

VNLP: Turkish NLP Package
por: Turker, Meliksah, et al.
Publicado: (2024)

Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search
por: Paramonov, Kirill, et al.
Publicado: (2024)

Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
por: Yang, Kailai, et al.
Publicado: (2025)

DATA: Decomposed Attention-based Task Adaptation for Rehearsal-Free Continual Learning
por: Liao, Huanxuan, et al.
Publicado: (2025)

Your Next State-of-the-Art Could Come from Another Domain: A Cross-Domain Analysis of Hierarchical Text Classification
por: Li, Nan, et al.
Publicado: (2024)

Improving Academic Skills Assessment with NLP and Ensemble Learning
por: Huang, Xinyi, et al.
Publicado: (2024)

Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking
por: Acikgoz, Emre Can, et al.
Publicado: (2024)

Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP
por: Zhang, Lihong, et al.
Publicado: (2025)

CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning
por: Feng, Yu, et al.
Publicado: (2024)

Indian Legal NLP Benchmarks : A Survey
por: Kalamkar, Prathamesh, et al.
Publicado: (2021)

SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection
por: Stefan, Gabriel, et al.
Publicado: (2026)

Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks
por: Seo, Minju, et al.
Publicado: (2024)

Named Entity Recognition for Payment Data Using NLP
por: Nayak, Srikumar
Publicado: (2026)

Does Differential Privacy Impact Bias in Pretrained NLP Models?
por: Islam, Md. Khairul, et al.
Publicado: (2024)

Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks
por: Soni, Nikita, et al.
Publicado: (2025)

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?
por: Sadeghi, Pouya, et al.
Publicado: (2024)

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
por: Zhu, Junyi, et al.
Publicado: (2025)