Copertina

MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Pavlova, Vera, Makhlouf, Mohammed
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios
di: Pavlova, Vera, et al.
Pubblicazione: (2025)

Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust
di: Pavlova, Vera, et al.
Pubblicazione: (2024)

Learning from Contrastive Prompts: Automated Optimization and Adaptation
di: Li, Mingqi, et al.
Pubblicazione: (2024)

RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts
di: Yang, Jing, et al.
Pubblicazione: (2024)

MOSAIC: A Multilingual, Taxonomy-Agnostic, and Computationally Efficient Approach for Radiological Report Classification
di: Schiavone, Alice, et al.
Pubblicazione: (2025)

Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives
di: Baker, Mohammed Abu, et al.
Pubblicazione: (2026)

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
di: Yu, Xingtong, et al.
Pubblicazione: (2025)

Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition
di: Hamad, Nagham, et al.
Pubblicazione: (2025)

MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations
di: Liu, Genglin, et al.
Pubblicazione: (2025)

MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
di: Deng, Jingyuan, et al.
Pubblicazione: (2025)

Multimodal Contrastive In-Context Learning
di: Miyanishi, Yosuke, et al.
Pubblicazione: (2024)

Entropy-aware Masking for Masked Language Modeling
di: Srinivasagan, Gokul, et al.
Pubblicazione: (2026)

Contrastive Learning Subspace for Text Clustering
di: Yong, Qian, et al.
Pubblicazione: (2024)

ESG-FTSE: A corpus of news articles with ESG relevance labels and use cases
di: Pavlova, Mariya, et al.
Pubblicazione: (2024)

StableMask: Refining Causal Masking in Decoder-only Transformer
di: Yin, Qingyu, et al.
Pubblicazione: (2024)

Efficient Task Adaptation in Large Language Models via Selective Parameter Optimization
di: Wan, Weijie, et al.
Pubblicazione: (2026)

$Δ$-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation
di: Hu, Jucheng, et al.
Pubblicazione: (2025)

Intermittent Semi-Working Mask: A New Masking Paradigm for LLMs
di: Hu, HaoYuan, et al.
Pubblicazione: (2024)

Bilateral Personalized Dialogue Generation with Contrastive Learning
di: Li, Bin, et al.
Pubblicazione: (2021)

Skim-Aware Contrastive Learning for Efficient Document Representation
di: Abro, Waheed Ahmed, et al.
Pubblicazione: (2025)

Customizing Language Model Responses with Contrastive In-Context Learning
di: Gao, Xiang, et al.
Pubblicazione: (2024)

Medical Question Summarization with Entity-driven Contrastive Learning
di: Lu, Wenpeng, et al.
Pubblicazione: (2023)

Inconsistencies in Masked Language Models
di: Young, Tom, et al.
Pubblicazione: (2022)

FERRET: Framework for Expansion Reliant Red Teaming
di: Mehrabi, Ninareh, et al.
Pubblicazione: (2026)

RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
di: Liu, Dongqi, et al.
Pubblicazione: (2024)

Hallucination reduction with CASAL: Contrastive Activation Steering For Amortized Learning
di: Wannan, et al.
Pubblicazione: (2025)

Cross-Lingual IPA Contrastive Learning for Zero-Shot NER
di: Sohn, Jimin, et al.
Pubblicazione: (2025)

ConsPrompt: Exploiting Contrastive Samples for Fewshot Prompt Learning
di: Weng, Jinta, et al.
Pubblicazione: (2022)

Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps
di: Liu, Fuxiao, et al.
Pubblicazione: (2023)

Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning
di: Wang, Jiaan, et al.
Pubblicazione: (2024)

Balancing Rewards in Text Summarization: Multi-Objective Reinforcement Learning via HyperVolume Optimization
di: Song, Junjie, et al.
Pubblicazione: (2025)

The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting
di: Cai, Shuzhang, et al.
Pubblicazione: (2024)

Spanish TrOCR: Leveraging Transfer Learning for Language Adaptation
di: Lauar, Filipe, et al.
Pubblicazione: (2024)

Beyond Learning: A Training-Free Alternative to Model Adaptation
di: Yoon, Namkyung, et al.
Pubblicazione: (2026)

SER Evals: In-domain and Out-of-domain Benchmarking for Speech Emotion Recognition
di: Osman, Mohamed, et al.
Pubblicazione: (2024)

TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings
di: Zong, Tianyu, et al.
Pubblicazione: (2025)

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
di: Li, Yinghui, et al.
Pubblicazione: (2025)

Training-Free Test-Time Contrastive Learning for Large Language Models
di: Zheng, Kaiwen, et al.
Pubblicazione: (2026)

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
di: Liu, Shuliang, et al.
Pubblicazione: (2022)

Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning
di: Sun, Qiao, et al.
Pubblicazione: (2024)