Cover Image

Domain Adaptation of Foundation LLMs for e-Commerce

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Herold, Christian, Kozielski, Michael, Bazazo, Tala, Petrushkov, Pavel, Cieplicka, Patrycja, Basaj, Dominika, Versley, Yannick, Hashemi, Seyyed Hadi, Khadivi, Shahram
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Vocabulary Customization for Efficient Domain-Specific LLM Deployment
by: Herold, Christian, et al.
Published: (2025)

LiLiuM: eBay's Large Language Models for e-commerce
by: Herold, Christian, et al.
Published: (2024)

Adapting Vision-Language Models for E-commerce Understanding at Scale
by: Nulli, Matteo, et al.
Published: (2026)

Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
by: Vasilev, Stefan, et al.
Published: (2025)

ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning
by: Liao, Baohao, et al.
Published: (2025)

ITEm: Unsupervised Image-Text Embedding Learning for eCommerce
by: Liao, Baohao, et al.
Published: (2023)

IKUN for WMT24 General MT Task: LLMs Are here for Multilingual Machine Translation
by: Liao, Baohao, et al.
Published: (2024)

Meeting SLOs, Slashing Hours: Automated Enterprise LLM Optimization with OptiKIT
by: Santavas, Nicholas, et al.
Published: (2026)

ApiQ: Finetuning of 2-Bit Quantized Large Language Model
by: Liao, Baohao, et al.
Published: (2024)

CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment
by: Li, Jiangnan, et al.
Published: (2025)

Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models
by: Abolghasemi, Amin, et al.
Published: (2024)

Active Continual Learning: On Balancing Knowledge Retention and Learnability
by: Vu, Thuy-Trang, et al.
Published: (2023)

Similarity-Based Domain Adaptation with LLMs
by: He, Jie, et al.
Published: (2025)

Compass-v3: Scaling Domain-Specific LLMs for Multilingual E-Commerce in Southeast Asia
by: Maria, Sophia
Published: (2025)

Domain Adaptation of LLMs for Process Data
by: Oyamada, Rafael Seidi, et al.
Published: (2025)

Environment-Aware Code Generation: How far are We?
by: Wu, Tongtong, et al.
Published: (2026)

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
by: Liu, An, et al.
Published: (2024)

Mitigating Hallucinations in Healthcare LLMs with Granular Fact-Checking and Domain-Specific Adaptation
by: Zeba, Musarrat, et al.
Published: (2025)

Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs
by: Hu, Xin, et al.
Published: (2025)

Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce
by: Zeng, Jingying, et al.
Published: (2025)

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Literal Extraction, Logical Inference, and Hallucination Risks in Long-Context LLMs
by: Ebrahimzadeh, Amirali, et al.
Published: (2026)

AURORA Model of Formant-to-Tongue Inversion for Didactic and Clinical Applications
by: Strycharczuk, Patrycja, et al.
Published: (2026)

Dynamical model parameters from ultrasound tongue kinematics
by: Kirkham, Sam, et al.
Published: (2025)

Low-Resource Domain Adaptation for Speech LLMs via Text-Only Fine-Tuning
by: Fang, Yangui, et al.
Published: (2025)

Tool Unlearning for Tool-Augmented LLMs
by: Cheng, Jiali, et al.
Published: (2025)

Evaluating GRPO and DPO for Faithful Chain-of-Thought Reasoning in LLMs
by: Mohammadi, Hadi, et al.
Published: (2025)

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
by: Madhusudhan, Nishanth, et al.
Published: (2024)

Deciding not to Decide: Sound and Complete Effect Inference in the Presence of Higher-Rank Polymorphism
by: Balik, Patrycja, et al.
Published: (2025)

Remarks on Algebraic Reconstruction of Types and Effects
by: Balik, Patrycja, et al.
Published: (2026)

KazQAD: Kazakh Open-Domain Question Answering Dataset
by: Yeshpanov, Rustem, et al.
Published: (2024)

Bilingual Adaptation of Monolingual Foundation Models
by: Gosal, Gurpreet, et al.
Published: (2024)

Advancing Cross-lingual Aspect-Based Sentiment Analysis with LLMs and Constrained Decoding for Sequence-to-Sequence Models
by: Šmíd, Jakub, et al.
Published: (2025)

Leveraging IndoBERT and DistilBERT for Indonesian Emotion Classification in E-Commerce Reviews
by: Christian, William, et al.
Published: (2025)

A Human Word Association based model for topic detection in social networks
by: Khadivi, Mehrdad Ranjbar, et al.
Published: (2023)

3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
by: Ding, Hongxin, et al.
Published: (2024)

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
by: Colombo, Pierre, et al.
Published: (2024)

Evaluating Long Range Dependency Handling in Code Generation LLMs
by: Assogba, Yannick, et al.
Published: (2024)

Analgesic Efficacy of Bromelain and Bromelain Plus Turmeric for Pain Control After Orthodontic Separator Placement: A Triple‐Blind Randomized Clinical Trial
by: Shabnam Ajami, et al.
Published: (2025)

Roadmap to Precision 3D Printing of Cellulose: Rheology‐Guided Formulation, Fidelity Assessment, and Application Horizons (Adv. Mater. Technol. 8/2026)
by: Majed Amini, et al.
Published: (2026)

Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization
by: Nath, Swaroop, et al.
Published: (2024)