AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Koloski, Boshko, Pollak, Senja, Navigli, Roberto, Škrlj, Blaž |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FuDoBa: Fusing Document and Knowledge Graph-based Representations with Bayesian Optimisation
by: Koloski, Boshko, et al.
Published: (2025)
by: Koloski, Boshko, et al.
Published: (2025)
From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies
by: Škrlj, Blaž, et al.
Published: (2025)
by: Škrlj, Blaž, et al.
Published: (2025)
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies
by: Koloski, Boshko, et al.
Published: (2023)
by: Koloski, Boshko, et al.
Published: (2023)
SEKE: Specialised Experts for Keyword Extraction
by: Martinc, Matej, et al.
Published: (2024)
by: Martinc, Matej, et al.
Published: (2024)
Environmental, Social and Governance Sentiment Analysis on Slovene News: A Novel Dataset and Models
by: Dodig, Paula, et al.
Published: (2026)
by: Dodig, Paula, et al.
Published: (2026)
HorNets: Learning from Discrete and Continuous Signals with Routing Neural Networks
by: Koloski, Boshko, et al.
Published: (2025)
by: Koloski, Boshko, et al.
Published: (2025)
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis
by: Andrenšek, Luka, et al.
Published: (2024)
by: Andrenšek, Luka, et al.
Published: (2024)
LLM Embeddings for Deep Learning on Tabular Data
by: Koloski, Boshko, et al.
Published: (2025)
by: Koloski, Boshko, et al.
Published: (2025)
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
by: Trirat, Patara, et al.
Published: (2024)
by: Trirat, Patara, et al.
Published: (2024)
Incremental Graph Construction Enables Robust Spectral Clustering of Texts
by: Pranjić, Marko, et al.
Published: (2026)
by: Pranjić, Marko, et al.
Published: (2026)
A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media
by: Caporusso, Jaya, et al.
Published: (2024)
by: Caporusso, Jaya, et al.
Published: (2024)
Multi-Task Learning for Features Extraction in Financial Annual Reports
by: Montariol, Syrielle, et al.
Published: (2024)
by: Montariol, Syrielle, et al.
Published: (2024)
ZeroML: A Next Generation AutoML Language
by: Mahmud, Monirul Islam
Published: (2025)
by: Mahmud, Monirul Islam
Published: (2025)
UniAutoML: A Human-Centered Framework for Unified Discriminative and Generative AutoML with Large Language Models
by: Guo, Jiayi, et al.
Published: (2024)
by: Guo, Jiayi, et al.
Published: (2024)
AI-based Classification of Customer Support Tickets: State of the Art and Implementation with AutoML
by: Truss, Mario, et al.
Published: (2024)
by: Truss, Mario, et al.
Published: (2024)
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
by: Orlando, Riccardo, et al.
Published: (2024)
by: Orlando, Riccardo, et al.
Published: (2024)
AutoIntent: AutoML for Text Classification
by: Alekseev, Ilya, et al.
Published: (2025)
by: Alekseev, Ilya, et al.
Published: (2025)
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
by: Lee, Sangjun, et al.
Published: (2025)
by: Lee, Sangjun, et al.
Published: (2025)
Multilingual Cognitive Impairment Detection in the Era of Foundation Models
by: Hoogland, Damar, et al.
Published: (2026)
by: Hoogland, Damar, et al.
Published: (2026)
On the Representations of Entities in Auto-regressive Large Language Models
by: Morand, Victor, et al.
Published: (2025)
by: Morand, Victor, et al.
Published: (2025)
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends
by: Martinelli, Giuliano, et al.
Published: (2024)
by: Martinelli, Giuliano, et al.
Published: (2024)
Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress
by: Proietti, Lorenzo, et al.
Published: (2025)
by: Proietti, Lorenzo, et al.
Published: (2025)
LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA
by: Bonomo, Tommaso, et al.
Published: (2025)
by: Bonomo, Tommaso, et al.
Published: (2025)
Interpretable Coreference Resolution Evaluation Using Explicit Semantics
by: Gatti, Bruno, et al.
Published: (2026)
by: Gatti, Bruno, et al.
Published: (2026)
AutoML in The Wild: Obstacles, Workarounds, and Expectations
by: Sun, Yuan, et al.
Published: (2023)
by: Sun, Yuan, et al.
Published: (2023)
HELM: Hierarchical and Explicit Label Modeling with Graph Learning for Multi-Label Image Classification
by: Stoimchev, Marjan, et al.
Published: (2026)
by: Stoimchev, Marjan, et al.
Published: (2026)
AutoML Systems For Medical Imaging
by: Jidney, Tasmia Tahmida, et al.
Published: (2023)
by: Jidney, Tasmia Tahmida, et al.
Published: (2023)
NNGPT: Rethinking AutoML with Large Language Models
by: Kochnev, Roman, et al.
Published: (2025)
by: Kochnev, Roman, et al.
Published: (2025)
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
by: Weerts, Hilde, et al.
Published: (2023)
by: Weerts, Hilde, et al.
Published: (2023)
Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!
by: Perrella, Stefano, et al.
Published: (2024)
by: Perrella, Stefano, et al.
Published: (2024)
BOOKCOREF: Coreference Resolution at Book Scale
by: Martinelli, Giuliano, et al.
Published: (2025)
by: Martinelli, Giuliano, et al.
Published: (2025)
Do Large Language Models Understand Word Senses?
by: Meconi, Domenico, et al.
Published: (2025)
by: Meconi, Domenico, et al.
Published: (2025)
Problem-oriented AutoML in Clustering
by: da Silva, Matheus Camilo, et al.
Published: (2024)
by: da Silva, Matheus Camilo, et al.
Published: (2024)
Transformer-based Named Entity Recognition with Combined Data Representation
by: Marcińczuk, Michał
Published: (2024)
by: Marcińczuk, Michał
Published: (2024)
Document Classification Pattern Recognition via Information Fusion: A Systematic Review of Multimodal and Multiview Representation Approaches
by: Mirończuk, Marcin Michał
Published: (2026)
by: Mirończuk, Marcin Michał
Published: (2026)
Generating Diverse Synthetic Datasets for Evaluation of Real-life Recommender Systems
by: Malenšek, Miha, et al.
Published: (2024)
by: Malenšek, Miha, et al.
Published: (2024)
ML2B: Multi-Lingual ML Benchmark For AutoML
by: Trofimova, Ekaterina, et al.
Published: (2025)
by: Trofimova, Ekaterina, et al.
Published: (2025)
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
by: Perrella, Stefano, et al.
Published: (2024)
by: Perrella, Stefano, et al.
Published: (2024)
Word Sense Linking: Disambiguating Outside the Sandbox
by: Bejgu, Andrei Stefan, et al.
Published: (2024)
by: Bejgu, Andrei Stefan, et al.
Published: (2024)
Topic-Conversation Relevance (TCR) Dataset and Benchmarks
by: Fan, Yaran, et al.
Published: (2024)
by: Fan, Yaran, et al.
Published: (2024)
Similar Items
-
FuDoBa: Fusing Document and Knowledge Graph-based Representations with Bayesian Optimisation
by: Koloski, Boshko, et al.
Published: (2025) -
From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies
by: Škrlj, Blaž, et al.
Published: (2025) -
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies
by: Koloski, Boshko, et al.
Published: (2023) -
SEKE: Specialised Experts for Keyword Extraction
by: Martinc, Matej, et al.
Published: (2024) -
Environmental, Social and Governance Sentiment Analysis on Slovene News: A Novel Dataset and Models
by: Dodig, Paula, et al.
Published: (2026)