Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Suominen, Osma, Inkinen, Juho, Lehtinen, Mona |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
by: Suominen, Osma, et al.
Published: (2025)
by: Suominen, Osma, et al.
Published: (2025)
Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs
by: Singh, Mayank, et al.
Published: (2025)
by: Singh, Mayank, et al.
Published: (2025)
Augmented Relevance Datasets with Fine-Tuned Small LLMs
by: Fitte-Rey, Quentin, et al.
Published: (2025)
by: Fitte-Rey, Quentin, et al.
Published: (2025)
A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
by: Sami, K. M. Jubair, et al.
Published: (2025)
by: Sami, K. M. Jubair, et al.
Published: (2025)
A Study into Investigating Temporal Robustness of LLMs
by: Wallat, Jonas, et al.
Published: (2025)
by: Wallat, Jonas, et al.
Published: (2025)
From Millions of Tweets to Actionable Insights: Leveraging LLMs for User Profiling
by: Rahimzadeh, Vahid, et al.
Published: (2025)
by: Rahimzadeh, Vahid, et al.
Published: (2025)
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
by: Colelough, Brandon, et al.
Published: (2025)
by: Colelough, Brandon, et al.
Published: (2025)
Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection
by: Kopanov, Kalin
Published: (2024)
by: Kopanov, Kalin
Published: (2024)
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
by: Kumar, S Santosh, et al.
Published: (2025)
by: Kumar, S Santosh, et al.
Published: (2025)
Document Understanding for Healthcare Referrals
by: Mistry, Jimit, et al.
Published: (2023)
by: Mistry, Jimit, et al.
Published: (2023)
ARAGOG: Advanced RAG Output Grading
by: Eibich, Matouš, et al.
Published: (2024)
by: Eibich, Matouš, et al.
Published: (2024)
Retrieval-Enhanced Named Entity Recognition
by: Shiraishi, Enzo, et al.
Published: (2024)
by: Shiraishi, Enzo, et al.
Published: (2024)
Building Entity Association Mining Framework for Knowledge Discovery
by: Rawal, Anshika, et al.
Published: (2025)
by: Rawal, Anshika, et al.
Published: (2025)
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM Judges
by: Dhole, Kaustubh D., et al.
Published: (2024)
by: Dhole, Kaustubh D., et al.
Published: (2024)
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom
by: Sen, Rishika, et al.
Published: (2025)
by: Sen, Rishika, et al.
Published: (2025)
Detection of ChatGPT Fake Science with the xFakeSci Learning Algorithm
by: Hamed, Ahmed Abdeen, et al.
Published: (2023)
by: Hamed, Ahmed Abdeen, et al.
Published: (2023)
Does UMBRELA Work on Other LLMs?
by: Farzi, Naghmeh, et al.
Published: (2025)
by: Farzi, Naghmeh, et al.
Published: (2025)
Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)
by: Wu, Yaxiong, et al.
Published: (2025)
MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)
by: Zhang, Yongyue, et al.
Published: (2026)
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
by: Hu, Zhibo, et al.
Published: (2024)
by: Hu, Zhibo, et al.
Published: (2024)
SURE-RAG: Sufficiency and Uncertainty-Aware Evidence Verification for Selective Retrieval-Augmented Generation
by: Qiu, Jingxi, et al.
Published: (2026)
by: Qiu, Jingxi, et al.
Published: (2026)
A Language Model based Framework for New Concept Placement in Ontologies
by: Dong, Hang, et al.
Published: (2024)
by: Dong, Hang, et al.
Published: (2024)
MATH-PT: A Math Reasoning Benchmark for European and Brazilian Portuguese
by: Teixeira, Tiago, et al.
Published: (2026)
by: Teixeira, Tiago, et al.
Published: (2026)
Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
by: Pires, Catarina, et al.
Published: (2025)
by: Pires, Catarina, et al.
Published: (2025)
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
by: Böckling, Martin, et al.
Published: (2025)
by: Böckling, Martin, et al.
Published: (2025)
LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages
by: Kholodna, Nataliia, et al.
Published: (2024)
by: Kholodna, Nataliia, et al.
Published: (2024)
MUDY: Multi-Granular Dynamic Candidate Contextualization for Unsupervised Keyphrase Extraction
by: Kang, Hyeongu, et al.
Published: (2026)
by: Kang, Hyeongu, et al.
Published: (2026)
Using LLM-Based Approaches to Enhance and Automate Topic Labeling
by: Khandelwal, Trishia
Published: (2025)
by: Khandelwal, Trishia
Published: (2025)
VERA: Validation and Evaluation of Retrieval-Augmented Systems
by: Ding, Tianyu, et al.
Published: (2024)
by: Ding, Tianyu, et al.
Published: (2024)
Graph Your Way to Inspiration: Integrating Co-Author Graphs with Retrieval-Augmented Generation for Large Language Model Based Scientific Idea Generation
by: Xie, Pengzhen, et al.
Published: (2025)
by: Xie, Pengzhen, et al.
Published: (2025)
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search
by: Rathinasamy, Kamalkumar, et al.
Published: (2024)
by: Rathinasamy, Kamalkumar, et al.
Published: (2024)
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
by: Günther, Michael, et al.
Published: (2024)
by: Günther, Michael, et al.
Published: (2024)
Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction
by: Heid, Stefan, et al.
Published: (2020)
by: Heid, Stefan, et al.
Published: (2020)
DeepSlide: From Artifacts to Presentation Delivery
by: Yang, Ming, et al.
Published: (2026)
by: Yang, Ming, et al.
Published: (2026)
SomaliWeb v1: A Quality-Filtered Somali Web Corpus with a Matched Tokenizer and a Public Language-Identification Benchmark
by: Dahir, Khalid Yusuf
Published: (2026)
by: Dahir, Khalid Yusuf
Published: (2026)
SegNSP: Revisiting Next Sentence Prediction for Linear Text Segmentation
by: Isidro, José, et al.
Published: (2026)
by: Isidro, José, et al.
Published: (2026)
Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach
by: Lima, João Alberto de Oliveira
Published: (2025)
by: Lima, João Alberto de Oliveira
Published: (2025)
Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation
by: Severin, Nikita, et al.
Published: (2026)
by: Severin, Nikita, et al.
Published: (2026)
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings
by: Mohr, Isabelle, et al.
Published: (2024)
by: Mohr, Isabelle, et al.
Published: (2024)
jina-embeddings-v3: Multilingual Embeddings With Task LoRA
by: Sturua, Saba, et al.
Published: (2024)
by: Sturua, Saba, et al.
Published: (2024)
Similar Items
-
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
by: Suominen, Osma, et al.
Published: (2025) -
Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs
by: Singh, Mayank, et al.
Published: (2025) -
Augmented Relevance Datasets with Fine-Tuned Small LLMs
by: Fitte-Rey, Quentin, et al.
Published: (2025) -
A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
by: Sami, K. M. Jubair, et al.
Published: (2025) -
A Study into Investigating Temporal Robustness of LLMs
by: Wallat, Jonas, et al.
Published: (2025)