:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Khodorchenko, Maria, Butakov, Nikolay, Zuev, Maxim, Nasonov, Denis
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computation and Language
Online Access:	https://arxiv.org/abs/2410.00655
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems
by: Zakharova, Anastasiia, et al.
Published: (2024)

ReDAct: Uncertainty-Aware Deferral for LLM Agents
by: Piatrashyn, Dzianis, et al.
Published: (2026)

TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs
by: Wanna, Selma, et al.
Published: (2024)

A Reproducible Framework for Neural Topic Modeling in Focus Group Analysis
by: Arfaoui, Heger, et al.
Published: (2025)

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
by: Li, Shangzhan, et al.
Published: (2025)

Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection
by: Das, Sourya Dipta, et al.
Published: (2024)

GreenTEA: Gradient Descent with Topic-modeling and Evolutionary Auto-prompting
by: Dong, Zheng, et al.
Published: (2025)

Improving Customer Service with Automatic Topic Detection in User Emails
by: Bašaragin, Bojana, et al.
Published: (2025)

Topic Modeling in Marathi
by: Shinde, Sanket, et al.
Published: (2025)

Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
by: Leemann, Tobias, et al.
Published: (2024)

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models
by: Luo, Feng, et al.
Published: (2025)

Automatic Extraction of Disease Risk Factors from Medical Publications
by: Rubchinsky, Maxim, et al.
Published: (2024)

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
by: Yoo, YoungJoon, et al.
Published: (2023)

AutoFAIR : Automatic Data FAIRification via Machine Reading
by: Ma, Tingyan, et al.
Published: (2024)

AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
by: Zeng, Xintan, et al.
Published: (2026)

LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning
by: Huang, Wei, et al.
Published: (2026)

Probabilistic Topic Modelling with Transformer Representations
by: Reuter, Arik, et al.
Published: (2024)

Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering
by: Bastola, Deepak, et al.
Published: (2025)

LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
by: Azhar, Ibrahim Al, et al.
Published: (2025)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning
by: Zhou, Han, et al.
Published: (2023)

Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
by: Loureiro, Manuel V., et al.
Published: (2023)

GINopic: Topic Modeling with Graph Isomorphism Network
by: Adhya, Suman, et al.
Published: (2024)

Topic Modelling: Going Beyond Token Outputs
by: Williams, Lowri, et al.
Published: (2024)

Leveraging Large Language Models and Topic Modeling for Toxicity Classification
by: Oskouie, Haniyeh Ehsani, et al.
Published: (2024)

Topic Modeling with Fine-tuning LLMs and Bag of Sentences
by: Schneider, Johannes
Published: (2024)

CEMTM: Contextual Embedding-based Multimodal Topic Modeling
by: Abaskohi, Amirhossein, et al.
Published: (2025)

Semiparametric Latent Topic Modeling on Consumer-Generated Corpora
by: Dayta, Dominic B., et al.
Published: (2021)

PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning
by: Zhao, Xueliang, et al.
Published: (2025)

Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders
by: Zheng, Carolina, et al.
Published: (2025)

TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings
by: Hanley, Hans W. A., et al.
Published: (2023)

Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation
by: Wu, Fanyou, et al.
Published: (2024)

CPC-CMS: Cognitive Pairwise Comparison Classification Model Selection Framework for Document-level Sentiment Analysis
by: Li, Jianfei, et al.
Published: (2025)

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
by: Ding, Jiale, et al.
Published: (2025)

S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling
by: Adhya, Suman, et al.
Published: (2025)

Industry-Aligned Granular Topic Modeling
by: Moon, Sae Young, et al.
Published: (2026)

Discovering Forbidden Topics in Language Models
by: Rager, Can, et al.
Published: (2025)

Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences
by: Schneider, Johannes
Published: (2023)

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora
by: Fittschen, Elisabeth, et al.
Published: (2025)

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning
by: Zhang, Ruiyi, et al.
Published: (2024)

OpenAutoNLU: Open Source AutoML Library for NLU
by: Arshinov, Grigory, et al.
Published: (2026)