LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Xiong, Lee, Chen, Zhirong, Mayuranath, Rahul, Qiu, Shangran, Ozdemir, Arda, Li, Lu, Hu, Yang, Li, Dave, Ren, Jingtao, Cheng, Howard, Herrera, Fabian Souto, Agiza, Ahmed, Epshtein, Baruch, Aggarwal, Anuj, Ulziisaikhan, Julia, Wang, Chao, Ramasamy, Dinesh, Doshi, Parshva, Reddy, Sri, Overwijk, Arnold |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation
by: Chen, Xiaoyu, et al.
Published: (2026)
by: Chen, Xiaoyu, et al.
Published: (2026)
TTE GLP
by: TTE
Published: (2024)
by: TTE
Published: (2024)
Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices
by: Patel, Parshva Dhilankumar
Published: (2025)
by: Patel, Parshva Dhilankumar
Published: (2025)
A formal theory on problem space as a semantic world model in systems engineering
by: SureshKumar, Mayuranath, et al.
Published: (2026)
by: SureshKumar, Mayuranath, et al.
Published: (2026)
Load Balancing with Duration Predictions
by: Azar, Yossi, et al.
Published: (2025)
by: Azar, Yossi, et al.
Published: (2025)
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta
by: Zhang, Wei, et al.
Published: (2023)
by: Zhang, Wei, et al.
Published: (2023)
Scaling Up LLM Reviews for Google Ads Content Moderation
by: Qiao, Wei, et al.
Published: (2024)
by: Qiao, Wei, et al.
Published: (2024)
Selling Joint Ads: A Regret Minimization Perspective
by: Aggarwal, Gagan, et al.
Published: (2024)
by: Aggarwal, Gagan, et al.
Published: (2024)
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning
by: Agiza, Ahmed, et al.
Published: (2024)
by: Agiza, Ahmed, et al.
Published: (2024)
PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models
by: Agiza, Ahmed, et al.
Published: (2024)
by: Agiza, Ahmed, et al.
Published: (2024)
As Advertised? Understanding the Impact of Influencer VPN Ads
by: Akgul, Omer, et al.
Published: (2024)
by: Akgul, Omer, et al.
Published: (2024)
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
by: Perkowski, Ernest, et al.
Published: (2024)
by: Perkowski, Ernest, et al.
Published: (2024)
Developmental Changes in Longitudinal Associations Between Sleep Problems and School Burnout in Early Adolescence
by: Xiaoting Liu, et al.
Published: (2025)
by: Xiaoting Liu, et al.
Published: (2025)
What Scales in Cross-Entropy Scaling Law?
by: Yan, Junxi, et al.
Published: (2025)
by: Yan, Junxi, et al.
Published: (2025)
Large-Scale Multi-Robot Coverage Path Planning via Local Search
by: Tang, Jingtao, et al.
Published: (2023)
by: Tang, Jingtao, et al.
Published: (2023)
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations
by: Luo, Liang, et al.
Published: (2025)
by: Luo, Liang, et al.
Published: (2025)
When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
The synergistic effect and origin of strength in carbon fiber reinforced PAEK, PEEK, and PEKK high‐performance thermoplastic composites manufactured by multi‐scale aqueous dispersion coating
by: V. Balakumaran, et al.
Published: (2024)
by: V. Balakumaran, et al.
Published: (2024)
Comparison of Solar Cell Efficiencies of Black Phosphorus and Silicon at the Nano and Micro Scales from First-Principles Calculations
by: Ozdemir, Burak
Published: (2024)
by: Ozdemir, Burak
Published: (2024)
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training
by: Amaduzzi, Andrea, et al.
Published: (2025)
by: Amaduzzi, Andrea, et al.
Published: (2025)
Triopoly Cournot–Bertrand Game Based on Fractional Bounded Rationality: Static and Dynamic Investigations
by: Mahmoud Awad, et al.
Published: (2024)
by: Mahmoud Awad, et al.
Published: (2024)
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
by: Mao, Xiaowei, et al.
Published: (2024)
by: Mao, Xiaowei, et al.
Published: (2024)
ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System
by: Zhou, Fang, et al.
Published: (2024)
by: Zhou, Fang, et al.
Published: (2024)
Large-Scale Multirobot Coverage Path Planning on Grids With Path Deconfliction
by: Tang, Jingtao, et al.
Published: (2024)
by: Tang, Jingtao, et al.
Published: (2024)
Mixing and Small-Scale Formation in a Passive Divergence-Free Vector Field
by: Kumar, Anuj, et al.
Published: (2026)
by: Kumar, Anuj, et al.
Published: (2026)
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking
by: Ramazanli, Ilqar, et al.
Published: (2025)
by: Ramazanli, Ilqar, et al.
Published: (2025)
Ads in Conversations
by: Banchio, Martino, et al.
Published: (2024)
by: Banchio, Martino, et al.
Published: (2024)
Psychometric Evaluation of the Turkish Version of the Health Protection Behavior Scale
by: Gizem Ay, et al.
Published: (2026)
by: Gizem Ay, et al.
Published: (2026)
ScaleViz: Scaling Visualization Recommendation Models on Large Data
by: Ahmad, Ghazi Shazan, et al.
Published: (2024)
by: Ahmad, Ghazi Shazan, et al.
Published: (2024)
Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers
by: Chen, Nuo, et al.
Published: (2023)
by: Chen, Nuo, et al.
Published: (2023)
Psychometric Evaluation of Turkish Versions of the Perceived Control in Childbirth Scale and the Satisfaction With Childbirth Scale in Turkish Women
by: Sena Dilek Aksoy, et al.
Published: (2026)
by: Sena Dilek Aksoy, et al.
Published: (2026)
Holistic Scaling Laws for Optimal Mixture-of-Experts Architecture Optimization
by: Wan, Weilin, et al.
Published: (2026)
by: Wan, Weilin, et al.
Published: (2026)
Self-Gravitating Scalar Field Configurations, Ultra Light Dark Matter and Galactic Scale Observations
by: Dave, Bihag
Published: (2025)
by: Dave, Bihag
Published: (2025)
MixTTE: Multi-Level Mixture-of-Experts for Scalable and Adaptive Travel Time Estimation
by: Jiang, Wenzhao, et al.
Published: (2026)
by: Jiang, Wenzhao, et al.
Published: (2026)
TTE-Flash: Accelerating Reasoning-based Multimodal Representations via Think-Then-Embed Tokens
by: Cheng, Jianpeng, et al.
Published: (2026)
by: Cheng, Jianpeng, et al.
Published: (2026)
TTE-CAM: Self-Explainable Class Activation Maps for Pretrained Black-Box CNNs
by: Djoumessi, Kerol, et al.
Published: (2026)
by: Djoumessi, Kerol, et al.
Published: (2026)
Async Learned User Embeddings for Ads Delivery Optimization
by: Tang, Mingwei, et al.
Published: (2024)
by: Tang, Mingwei, et al.
Published: (2024)
LLaDA2.0: Scaling Up Diffusion Language Models to 100B
by: Bie, Tiwei, et al.
Published: (2025)
by: Bie, Tiwei, et al.
Published: (2025)
DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs
by: Yu, Longxuan, et al.
Published: (2026)
by: Yu, Longxuan, et al.
Published: (2026)
WhisperKit: On-device Real-time ASR with Billion-Scale Transformers
by: Orhon, Atila, et al.
Published: (2025)
by: Orhon, Atila, et al.
Published: (2025)
Similar Items
-
Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation
by: Chen, Xiaoyu, et al.
Published: (2026) -
TTE GLP
by: TTE
Published: (2024) -
Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices
by: Patel, Parshva Dhilankumar
Published: (2025) -
A formal theory on problem space as a semantic world model in systems engineering
by: SureshKumar, Mayuranath, et al.
Published: (2026) -
Load Balancing with Duration Predictions
by: Azar, Yossi, et al.
Published: (2025)