TalentMine: LLM-Based Extraction and Question-Answering from Multimodal Talent Tables
Fuente:
arXiv
Saved in:
| Main Authors: | Mannam, Varun, Wang, Fang, Liu, Chaochun, Chen, Xin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluating VisualRAG: Quantifying Cross-Modal Performance in Enterprise Document Understanding
by: Mannam, Varun, et al.
Published: (2025)
by: Mannam, Varun, et al.
Published: (2025)
Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval
by: Lu, Xin, et al.
Published: (2023)
by: Lu, Xin, et al.
Published: (2023)
Knowledge Graph Enhanced Language Agents for Recommendation
by: Guo, Taicheng, et al.
Published: (2024)
by: Guo, Taicheng, et al.
Published: (2024)
Beyond String Matching: Semantic Evaluation of PDF Table Extraction
by: Horn, Pius, et al.
Published: (2026)
by: Horn, Pius, et al.
Published: (2026)
VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings
by: Giahi, Ramin, et al.
Published: (2025)
by: Giahi, Ramin, et al.
Published: (2025)
EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM
by: Zou, Henry Peng, et al.
Published: (2024)
by: Zou, Henry Peng, et al.
Published: (2024)
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
by: Abaskohi, Amirhossein, et al.
Published: (2024)
by: Abaskohi, Amirhossein, et al.
Published: (2024)
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval
by: Askari, Arian, et al.
Published: (2025)
by: Askari, Arian, et al.
Published: (2025)
Dreaming User Multimodal Representation Guided by The Platonic Representation Hypothesis for Micro-Video Recommendation
by: Lin, Chengzhi, et al.
Published: (2024)
by: Lin, Chengzhi, et al.
Published: (2024)
ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual Advertising
by: Chaubey, Ashutosh, et al.
Published: (2024)
by: Chaubey, Ashutosh, et al.
Published: (2024)
Provenance Analysis of Archaeological Artifacts via Multimodal RAG Systems
by: Zhang, Tuo, et al.
Published: (2025)
by: Zhang, Tuo, et al.
Published: (2025)
Benchmarking Document Parsers on Mathematical Formula Extraction from PDFs
by: Horn, Pius, et al.
Published: (2025)
by: Horn, Pius, et al.
Published: (2025)
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval
by: Yang, Wei, et al.
Published: (2025)
by: Yang, Wei, et al.
Published: (2025)
RAVEN: Multitask Retrieval Augmented Vision-Language Learning
by: Rao, Varun Nagaraj, et al.
Published: (2024)
by: Rao, Varun Nagaraj, et al.
Published: (2024)
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
NovaLAD: A Fast, CPU-Optimized Document Extraction Pipeline for Generative AI and Data Intelligence
by: Ulla, Aman
Published: (2026)
by: Ulla, Aman
Published: (2026)
Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)
by: Dong, Kuicai, et al.
Published: (2025)
Zero-Shot Image Moderation in Google Ads with LLM-Assisted Textual Descriptions and Cross-modal Co-embeddings
by: Luo, Enming, et al.
Published: (2024)
by: Luo, Enming, et al.
Published: (2024)
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents
by: Pala, Furkan, et al.
Published: (2024)
by: Pala, Furkan, et al.
Published: (2024)
MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
by: Hsiao, Chi-Hsiang, et al.
Published: (2025)
by: Hsiao, Chi-Hsiang, et al.
Published: (2025)
Smart Routing for Multimodal Video Retrieval: When to Search What
by: Rosa, Kevin Dela
Published: (2025)
by: Rosa, Kevin Dela
Published: (2025)
Good Scores, Bad Data: A Metric for Multimodal Coherence
by: Srinivasan, Vasundra
Published: (2026)
by: Srinivasan, Vasundra
Published: (2026)
HV-Attack: Hierarchical Visual Attack for Multimodal Retrieval Augmented Generation
by: Luo, Linyin, et al.
Published: (2025)
by: Luo, Linyin, et al.
Published: (2025)
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts
by: Singh, Shubhankar, et al.
Published: (2024)
by: Singh, Shubhankar, et al.
Published: (2024)
Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships
by: Waseda, Futa, et al.
Published: (2024)
by: Waseda, Futa, et al.
Published: (2024)
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
by: Dong, Kuicai, et al.
Published: (2025)
by: Dong, Kuicai, et al.
Published: (2025)
Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering
by: Dong, Junnan, et al.
Published: (2024)
by: Dong, Junnan, et al.
Published: (2024)
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning
by: Zhang, Jinxu
Published: (2024)
by: Zhang, Jinxu
Published: (2024)
RE-TRIANGLE: Does TRIANGLE Enable Multimodal Alignment Beyond Cosine Similarity in Retrieval?
by: Ghosh, Arijit, et al.
Published: (2026)
by: Ghosh, Arijit, et al.
Published: (2026)
Unified Interactive Multimodal Moment Retrieval via Cascaded Embedding-Reranking and Temporal-Aware Score Fusion
by: Thanh, Toan Le Ngo, et al.
Published: (2025)
by: Thanh, Toan Le Ngo, et al.
Published: (2025)
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
by: Zou, Henry Peng, et al.
Published: (2024)
by: Zou, Henry Peng, et al.
Published: (2024)
RAPTOR: Refined Approach for Product Table Object Recognition
by: Thomas, Eliott, et al.
Published: (2025)
by: Thomas, Eliott, et al.
Published: (2025)
Open-SAT: LLM-Guided Query Embedding Refinement for Open-Vocabulary Object Retrieval in Satellite Imagery
by: Arefeen, Md Adnan, et al.
Published: (2026)
by: Arefeen, Md Adnan, et al.
Published: (2026)
TabRAG: Improving Tabular Document Question Answering for Retrieval Augmented Generation via Structured Representations
by: Si, Jacob, et al.
Published: (2025)
by: Si, Jacob, et al.
Published: (2025)
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval
by: Ju, Yeong-Joon, et al.
Published: (2024)
by: Ju, Yeong-Joon, et al.
Published: (2024)
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions
by: Li, Jihang, et al.
Published: (2025)
by: Li, Jihang, et al.
Published: (2025)
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
by: Wang, Yuting, et al.
Published: (2023)
by: Wang, Yuting, et al.
Published: (2023)
Image and Data Mining in Reticular Chemistry Using GPT-4V
by: Zheng, Zhiling, et al.
Published: (2023)
by: Zheng, Zhiling, et al.
Published: (2023)
A Survey of Multimodal Composite Editing and Retrieval
by: Li, Suyan, et al.
Published: (2024)
by: Li, Suyan, et al.
Published: (2024)
Accelerating Flood Warnings by 10 Hours: The Power of River Network Topology in AI-enhanced Flood Forecasting
by: Wang, Hongjun, et al.
Published: (2024)
by: Wang, Hongjun, et al.
Published: (2024)
Similar Items
-
Evaluating VisualRAG: Quantifying Cross-Modal Performance in Enterprise Document Understanding
by: Mannam, Varun, et al.
Published: (2025) -
Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval
by: Lu, Xin, et al.
Published: (2023) -
Knowledge Graph Enhanced Language Agents for Recommendation
by: Guo, Taicheng, et al.
Published: (2024) -
Beyond String Matching: Semantic Evaluation of PDF Table Extraction
by: Horn, Pius, et al.
Published: (2026) -
VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings
by: Giahi, Ramin, et al.
Published: (2025)