Cover Image

From Features to Transformers: Redefining Ranking for Scalable Impact

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Borisyuk, Fedor, Hertel, Lars, Parameswaran, Ganesh, Srivastava, Gaurav, Ramanujam, Sudarshan Srinivasa, Ocejo, Borja, Du, Peng, Akterskii, Andrei, Daftary, Neil, Tang, Shao, Sun, Daqi, Xiao, Qiang Charles, Nathani, Deepesh, Kothari, Mohit, Dai, Yun, Li, Guoyao, Gupta, Aman
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Efficient user history modeling with amortized inference for deep learning recommendation models
by: Hertel, Lars, et al.
Published: (2024)

LiRank: Industrial Large Scale Ranking Models at LinkedIn
by: Borisyuk, Fedor, et al.
Published: (2024)

An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking
by: Hertel, Lars, et al.
Published: (2026)

MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems
by: Xiao, Qiang Charles, et al.
Published: (2024)

Generative Sequential Notification Optimization via Multi-Objective Decision Transformers
by: Ocejo, Borja, et al.
Published: (2025)

A History of Shi'i Islam
by: Daftary, Farhad
Published: (2025)

A Precise Characterization of SGD Stability Using Loss Surface Geometry
by: Dexter, Gregory, et al.
Published: (2024)

LinkedIn Post Embeddings: Industrial Scale Embedding Generation and Usage across LinkedIn
by: Ramanujam, Sudarshan Srinivasa, et al.
Published: (2024)

LiNR: Model Based Neural Retrieval on GPUs at LinkedIn
by: Borisyuk, Fedor, et al.
Published: (2024)

LiMAML: Personalization of Deep Recommender Models via Meta Learning
by: Wang, Ruofan, et al.
Published: (2024)

A Comparative Study of Transfer Learning for Emotion Recognition using CNN and Modified VGG16 Models
by: Nathani, Samay
Published: (2024)

Redefining Euler-Rabinowitsch Polynomials with Heegner Number Based Quadratic Formulation
by: Kumaresan, Sudarshan, et al.
Published: (2025)

Generalization of Gurjar's Hyperplane section theorem to arbitrary analytic varieties and A$\mathbb{m}$AC classes
by: Parameswaran, A. J., et al.
Published: (2022)

Dancing Their Hearts Out
by: Richard E. Ocejo
Published: (2025)

Caracterización de los pacientes con edema agudo del pulmón en el servicio de urgencias
by: Marlene Fong Ocejo
Published: (2024)

Un psicólogo en Catar: 13 años de experiencia profesional en Aspire Academy
by: Jaime Díaz-Ocejo
Published: (2021)

ANÁLISIS DE LAS ESTRATEGIAS COGNITIVAS EN LA RESISTENCIA DINÁMICA
by: J. Díaz Ocejo
Published: (2009)

Exploring the gluon Sivers function in photon + jet production
by: Bhamre, Deepesh, et al.
Published: (2025)

Tuning Anticancer Properties via Electron Distribution: Inducing Apoptosis Through Downregulation of Reactive Oxygen Species and Docking Studies on Bcl‐2 Protein by a 2,4,5‐Trisubstituted‐1H‐Imidazole Compound
by: Hemanathan Elango, et al.
Published: (2025)

Unraveling the Role of Molecular Weight of Poly(ethylene Oxide) (PEO) on the Ionic Conductivity of Poly(vinylidene Fluoride) (PVDF)‐PEO Blend‐Based Sodium‐Ion Conducting Solid Polymer Electrolyte
by: Kanya Koothanatham Senthilkumar, et al.
Published: (2025)

Multinational enterprises and employment in Iran
by: Farhad Daftary (Author), et al.
Published: (1976)

Self-Supervised Multimodal NeRF for Autonomous Driving
by: Sharma, Gaurav, et al.
Published: (2025)

A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents
by: Liu, Andrew, et al.
Published: (2024)

Language Policy in Education and the Role of English in India: From Library Language to Language of Empowerment
by: Meganathan, Ramanujam
Published: (2011)

Niosomes and ZnO @ HNT Nanoparticles Embedded in Agarose–Chitosan Composite Films for Cancer Treatment
by: Sutharsan Karunanithi, et al.
Published: (2026)

Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification
by: Kumar, Adarsh, et al.
Published: (2025)

CADET: Context-Conditioned Ads CTR Prediction With a Decoder-Only Transformer
by: Pardoe, David, et al.
Published: (2026)

Recency Ranking by Diversification of Result Set
by: Styskin, Andrey, et al.
Published: (2024)

Large Scale Retrieval for the LinkedIn Feed using Causal Language Models
by: Ramanujam, Sudarshan Srinivasa, et al.
Published: (2025)

Approximation results on s-numbers of operators
by: P, Deepesh K
Published: (2024)

Sustainable recovery of metallic Fe and oxides from bauxite residue via H2 reduction: Enhancing purity and recovery rates
by: Pilla, Ganesh, et al.
Published: (2025)

Can Recordings of Tongue Motor‐Evoked Potentials Be Improved? Comparison of Two Electrode Types and Their Reliability
by: William Poncin, et al.
Published: (2025)

Hippophae rhamnoides ssp. mongolica localities in South Siberia
by: Borisyuk, Alexey A, et al.
Published: (2017)

Reproducible 2D U-Net Baseline for Brain Tumor Segmentation with Structured Error Analysis
by: Ramanujam, Raghav Sarangan
Published: (2026)

Evaluating Computing Platforms for Sustainability: A Comparative Analysis of FPGAs against ASICs, GPUs, and CPUs
by: Sudarshan, Chetan Choppali, et al.
Published: (2026)

GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions
by: Sudarshan, Chetan Choppali, et al.
Published: (2023)

MixLM: High-Throughput and Effective LLM Ranking via Text-Embedding Mix-Interaction
by: Li, Guoyao, et al.
Published: (2025)

Silica Composites With Nickel In Situ PU/PVP Film for pH‐Responsive and ROS‐Stimulated Anticancer Drug Delivery System
by: Neeraja Bose, et al.
Published: (2025)

Autonomy-Aware Clustering: When Local Decisions Supersede Global Prescriptions
by: Srivastava, Amber, et al.
Published: (2025)

Emerging Technology IoT and OT: Overview, Security Threats, Attacks and Countermeasures
by: Aman Srivastava, et al.
Published: (2021)