TaxoAlign: Scholarly Taxonomy Generation Using Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Lahiri, Avishek, Hou, Yufang, Sanyal, Debarshi Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluating Negative Sampling Approaches for Neural Topic Models
by: Adhya, Suman, et al.
Published: (2025)
by: Adhya, Suman, et al.
Published: (2025)
FoodTaxo: Generating Food Taxonomies with Large Language Models
by: Wullschleger, Pascal, et al.
Published: (2025)
by: Wullschleger, Pascal, et al.
Published: (2025)
How Green are Neural Language Models? Analyzing Energy Consumption in Text Summarization Fine-tuning
by: Rehman, Tohida, et al.
Published: (2025)
by: Rehman, Tohida, et al.
Published: (2025)
GINopic: Topic Modeling with Graph Isomorphism Network
by: Adhya, Suman, et al.
Published: (2024)
by: Adhya, Suman, et al.
Published: (2024)
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
by: Kargupta, Priyanka, et al.
Published: (2025)
by: Kargupta, Priyanka, et al.
Published: (2025)
SC-Taxo: Hierarchical Taxonomy Generation under Semantic Consistency Constraints using Large Language Models
by: Cai, Shiqiang, et al.
Published: (2026)
by: Cai, Shiqiang, et al.
Published: (2026)
Improving Neural Topic Models with Wasserstein Knowledge Distillation
by: Adhya, Suman, et al.
Published: (2023)
by: Adhya, Suman, et al.
Published: (2023)
S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling
by: Adhya, Suman, et al.
Published: (2025)
by: Adhya, Suman, et al.
Published: (2025)
Overview of the SciHigh Track at FIRE 2025: Research Highlight Generation from Scientific Papers
by: Rehman, Tohida, et al.
Published: (2026)
by: Rehman, Tohida, et al.
Published: (2026)
EvoTaxo: Building and Evolving Taxonomy from Social Media Streams
by: Li, Yiyang, et al.
Published: (2026)
by: Li, Yiyang, et al.
Published: (2026)
TaxoBell: Gaussian Box Embeddings for Self-Supervised Taxonomy Expansion
by: Mishra, Sahil, et al.
Published: (2026)
by: Mishra, Sahil, et al.
Published: (2026)
DTECT: Dynamic Topic Explorer & Context Tracker
by: Adhya, Suman, et al.
Published: (2025)
by: Adhya, Suman, et al.
Published: (2025)
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
by: Zeng, Qingkai, et al.
Published: (2024)
by: Zeng, Qingkai, et al.
Published: (2024)
Comparative Analysis of Abstractive Summarization Models for Clinical Radiology Reports
by: Bhattacharya, Anindita, et al.
Published: (2025)
by: Bhattacharya, Anindita, et al.
Published: (2025)
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science
by: Pramanick, Aniket, et al.
Published: (2024)
by: Pramanick, Aniket, et al.
Published: (2024)
QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion
by: Mishra, Sahil, et al.
Published: (2025)
by: Mishra, Sahil, et al.
Published: (2025)
Can pre-trained language models generate titles for research papers?
by: Rehman, Tohida, et al.
Published: (2024)
by: Rehman, Tohida, et al.
Published: (2024)
Transfer Learning and Transformer Architecture for Financial Sentiment Analysis
by: Rehman, Tohida, et al.
Published: (2024)
by: Rehman, Tohida, et al.
Published: (2024)
BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration
by: Ling, Yancheng, et al.
Published: (2026)
by: Ling, Yancheng, et al.
Published: (2026)
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets
by: Rehman, Tohida, et al.
Published: (2025)
by: Rehman, Tohida, et al.
Published: (2025)
Leveraging Large Language Models for Automated Definition Extraction with TaxoMatic A Case Study on Media Bias
by: Spinde, Timo, et al.
Published: (2025)
by: Spinde, Timo, et al.
Published: (2025)
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
by: Moskvoretskii, Viktor, et al.
Published: (2024)
by: Moskvoretskii, Viktor, et al.
Published: (2024)
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization
by: Waldis, Andreas, et al.
Published: (2024)
by: Waldis, Andreas, et al.
Published: (2024)
SciFaultyQA: Benchmarking LLMs on Faulty Science Question Detection with a GAN-Inspired Approach to Synthetic Dataset Generation
by: Kundu, Debarshi
Published: (2024)
by: Kundu, Debarshi
Published: (2024)
Where Knowledge Collides: A Mechanistic Study of Intra-Memory Knowledge Conflict in Language Models
by: Pham, Minh Vu, et al.
Published: (2026)
by: Pham, Minh Vu, et al.
Published: (2026)
Holmes: A Benchmark to Assess the Linguistic Competence of Language Models
by: Waldis, Andreas, et al.
Published: (2024)
by: Waldis, Andreas, et al.
Published: (2024)
Instructions Shape Production of Language, not Processing
by: Waldis, Andreas, et al.
Published: (2026)
by: Waldis, Andreas, et al.
Published: (2026)
A Position Paper on the Automatic Generation of Machine Learning Leaderboards
by: Timmer, Roelien C, et al.
Published: (2025)
by: Timmer, Roelien C, et al.
Published: (2025)
Systematic Task Exploration with LLMs: A Study in Citation Text Generation
by: Şahinuç, Furkan, et al.
Published: (2024)
by: Şahinuç, Furkan, et al.
Published: (2024)
Temporal Blind Spots in Large Language Models
by: Wallat, Jonas, et al.
Published: (2024)
by: Wallat, Jonas, et al.
Published: (2024)
Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
by: Pronesti, Massimiliano, et al.
Published: (2026)
by: Pronesti, Massimiliano, et al.
Published: (2026)
Taxonomy-Aligned Risk Extraction from 10-K Filings with Autonomous Improvement Using LLMs
by: Dolphin, Rian, et al.
Published: (2026)
by: Dolphin, Rian, et al.
Published: (2026)
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles
by: Budagam, Devichand, et al.
Published: (2024)
by: Budagam, Devichand, et al.
Published: (2024)
Enriching Taxonomies Using Large Language Models
by: Ghamlouch, Zeinab, et al.
Published: (2025)
by: Ghamlouch, Zeinab, et al.
Published: (2025)
ADELIE: Aligning Large Language Models on Information Extraction
by: Qi, Yunjia, et al.
Published: (2024)
by: Qi, Yunjia, et al.
Published: (2024)
AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles
by: Lahiri, Aritra Kumar, et al.
Published: (2024)
by: Lahiri, Aritra Kumar, et al.
Published: (2024)
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study
by: Waldis, Andreas, et al.
Published: (2023)
by: Waldis, Andreas, et al.
Published: (2023)
A Taxonomy of Programming Languages for Code Generation
by: Raihan, Nishat, et al.
Published: (2026)
by: Raihan, Nishat, et al.
Published: (2026)
Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies
by: Shah, Chirag, et al.
Published: (2023)
by: Shah, Chirag, et al.
Published: (2023)
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards
by: Şahinuç, Furkan, et al.
Published: (2024)
by: Şahinuç, Furkan, et al.
Published: (2024)
Similar Items
-
Evaluating Negative Sampling Approaches for Neural Topic Models
by: Adhya, Suman, et al.
Published: (2025) -
FoodTaxo: Generating Food Taxonomies with Large Language Models
by: Wullschleger, Pascal, et al.
Published: (2025) -
How Green are Neural Language Models? Analyzing Energy Consumption in Text Summarization Fine-tuning
by: Rehman, Tohida, et al.
Published: (2025) -
GINopic: Topic Modeling with Graph Isomorphism Network
by: Adhya, Suman, et al.
Published: (2024) -
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
by: Kargupta, Priyanka, et al.
Published: (2025)