LLM-based Weak Supervision Framework for Query Intent Classification in Video Search
Fuente:
arXiv
Saved in:
| Main Authors: | Javadi, Farnoosh, Gampa, Phanideep, Woo, Alyssa, Geng, Xingxing, Zhang, Hang, Sepulveda, Jose, Bayar, Belhassen, Wang, Fei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification
by: Alexander, Daria, et al.
Published: (2025)
by: Alexander, Daria, et al.
Published: (2025)
Intent Classification on Low-Resource Languages with Query Similarity Search
by: Bhalla, Arjun, et al.
Published: (2025)
by: Bhalla, Arjun, et al.
Published: (2025)
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling
by: Wang, Yumeng, et al.
Published: (2024)
by: Wang, Yumeng, et al.
Published: (2024)
Enhancing Healthcare Search Intent Recognition with Query Representation Learning and Session Context
by: Sahijwani, Harshita Jagdish, et al.
Published: (2026)
by: Sahijwani, Harshita Jagdish, et al.
Published: (2026)
LLM-based Semantic Search for Conversational Queries in E-commerce
by: Siddiqui, Emad, et al.
Published: (2026)
by: Siddiqui, Emad, et al.
Published: (2026)
Intent-Aware Neural Query Reformulation for Behavior-Aligned Product Search
by: Yetukuri, Jayanth, et al.
Published: (2025)
by: Yetukuri, Jayanth, et al.
Published: (2025)
Queries Are Not Alone: Clustering Text Embeddings for Video Search
by: Liu, Peyang, et al.
Published: (2025)
by: Liu, Peyang, et al.
Published: (2025)
IterQR: An Iterative Framework for LLM-based Query Rewrite in e-Commercial Search System
by: Chen, Shangyu, et al.
Published: (2025)
by: Chen, Shangyu, et al.
Published: (2025)
Hierarchical Query Classification in E-commerce Search
by: He, Bing, et al.
Published: (2024)
by: He, Bing, et al.
Published: (2024)
BloomIntent: Automating Search Evaluation with LLM-Generated Fine-Grained User Intents
by: Choi, Yoonseo, et al.
Published: (2025)
by: Choi, Yoonseo, et al.
Published: (2025)
Survey of Query-based Text Summarization
by: Yu, Hang, et al.
Published: (2022)
by: Yu, Hang, et al.
Published: (2022)
DeBaTeR: Denoising Bipartite Temporal Graph for Recommendation
by: He, Xinyu, et al.
Published: (2024)
by: He, Xinyu, et al.
Published: (2024)
SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation
by: Lee, Gyuseok, et al.
Published: (2025)
by: Lee, Gyuseok, et al.
Published: (2025)
QueryExplorer: An Interactive Query Generation Assistant for Search and Exploration
by: Dhole, Kaustubh D., et al.
Published: (2024)
by: Dhole, Kaustubh D., et al.
Published: (2024)
LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search
by: Zeng, Ximu, et al.
Published: (2025)
by: Zeng, Ximu, et al.
Published: (2025)
Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
by: Zhang, Yuting, et al.
Published: (2024)
by: Zhang, Yuting, et al.
Published: (2024)
Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation
by: Zhang, Shuo, et al.
Published: (2025)
by: Zhang, Shuo, et al.
Published: (2025)
Weak Supervision for Improved Precision in Search Systems
by: Vasudevan, Sriram
Published: (2025)
by: Vasudevan, Sriram
Published: (2025)
Meta Learning to Rank for Sparsely Supervised Queries
by: Wu, Xuyang, et al.
Published: (2024)
by: Wu, Xuyang, et al.
Published: (2024)
Improving Search Suggestions for Alphanumeric Queries
by: Agrawal, Samarth, et al.
Published: (2026)
by: Agrawal, Samarth, et al.
Published: (2026)
Large Language Model based Long-tail Query Rewriting in Taobao Search
by: Peng, Wenjun, et al.
Published: (2023)
by: Peng, Wenjun, et al.
Published: (2023)
HIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval
by: Abdalla, Mahmoud, et al.
Published: (2026)
by: Abdalla, Mahmoud, et al.
Published: (2026)
LLMDiRec: LLM-Enhanced Intent Diffusion for Sequential Recommendation
by: Chen, Bo-Chian, et al.
Published: (2025)
by: Chen, Bo-Chian, et al.
Published: (2025)
Exploring Query Understanding for Amazon Product Search
by: Luo, Chen, et al.
Published: (2024)
by: Luo, Chen, et al.
Published: (2024)
Generating Multi-Aspect Queries for Conversational Search
by: Abbasiantaeb, Zahra, et al.
Published: (2024)
by: Abbasiantaeb, Zahra, et al.
Published: (2024)
QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search
by: Huang, Jianzhao, et al.
Published: (2026)
by: Huang, Jianzhao, et al.
Published: (2026)
RL-based Query Rewriting with Distilled LLM for online E-Commerce Systems
by: Nguyen, Duy A., et al.
Published: (2025)
by: Nguyen, Duy A., et al.
Published: (2025)
TongSearch-QR: Reinforced Query Reasoning for Retrieval
by: Qin, Xubo, et al.
Published: (2025)
by: Qin, Xubo, et al.
Published: (2025)
CTR-Guided Generative Query Suggestion in Conversational Search
by: Min, Erxue, et al.
Published: (2025)
by: Min, Erxue, et al.
Published: (2025)
Validating Search Query Simulations: A Taxonomy of Measures
by: Kruff, Andreas Konstantin, et al.
Published: (2026)
by: Kruff, Andreas Konstantin, et al.
Published: (2026)
Smart Sentiment Analysis-based Search Engine Classification Intelligence
by: Nkongolo, Mike
Published: (2023)
by: Nkongolo, Mike
Published: (2023)
LLM-as-classifier: Semi-Supervised, Iterative Framework for Hierarchical Text Classification using Large Language Models
by: You, Doohee, et al.
Published: (2025)
by: You, Doohee, et al.
Published: (2025)
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
by: Zhang, Yingyi, et al.
Published: (2025)
by: Zhang, Yingyi, et al.
Published: (2025)
Few-Shot Query Intent Detection via Relation-Aware Prompt Learning
by: Zhang, Liang, et al.
Published: (2025)
by: Zhang, Liang, et al.
Published: (2025)
Aligned Query Expansion: Efficient Query Expansion for Information Retrieval through LLM Alignment
by: Yang, Adam, et al.
Published: (2025)
by: Yang, Adam, et al.
Published: (2025)
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries
by: Abe, Kenya, et al.
Published: (2025)
by: Abe, Kenya, et al.
Published: (2025)
Demographically-Inspired Query Variants Using an LLM
by: Alaofi, Marwah, et al.
Published: (2025)
by: Alaofi, Marwah, et al.
Published: (2025)
Exploiting Positional Bias for Query-Agnostic Generative Content in Search
by: Parry, Andrew, et al.
Published: (2024)
by: Parry, Andrew, et al.
Published: (2024)
A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation
by: Wang, Zhikai, et al.
Published: (2025)
by: Wang, Zhikai, et al.
Published: (2025)
Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching Systems
by: Liu, Ping, et al.
Published: (2025)
by: Liu, Ping, et al.
Published: (2025)
Similar Items
-
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification
by: Alexander, Daria, et al.
Published: (2025) -
Intent Classification on Low-Resource Languages with Query Similarity Search
by: Bhalla, Arjun, et al.
Published: (2025) -
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling
by: Wang, Yumeng, et al.
Published: (2024) -
Enhancing Healthcare Search Intent Recognition with Query Representation Learning and Session Context
by: Sahijwani, Harshita Jagdish, et al.
Published: (2026) -
LLM-based Semantic Search for Conversational Queries in E-commerce
by: Siddiqui, Emad, et al.
Published: (2026)