Linguistic Interpretability of Transformer-based Language Models: a systematic review
Fuente:
arXiv
Saved in:
| Main Authors: | López-Otal, Miguel, Gracia, Jorge, Bernad, Jordi, Bobed, Carlos, Pitarch-Ballesteros, Lucía, Anglés-Herrero, Emma |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
by: Collado-Montañez, Jaime, et al.
Published: (2025)
by: Collado-Montañez, Jaime, et al.
Published: (2025)
A systematic review of relation extraction task since the emergence of Transformers
by: Celian, Ringwald, et al.
Published: (2025)
by: Celian, Ringwald, et al.
Published: (2025)
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models
by: Rai, Daking, et al.
Published: (2024)
by: Rai, Daking, et al.
Published: (2024)
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)
by: Ashuach, Tomer, et al.
Published: (2025)
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin
by: Bothwell, Stephen, et al.
Published: (2024)
by: Bothwell, Stephen, et al.
Published: (2024)
Predictive Simultaneous Interpretation: Harnessing Large Language Models for Democratizing Real-Time Multilingual Communication
by: Iida, Kurando, et al.
Published: (2024)
by: Iida, Kurando, et al.
Published: (2024)
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice
by: Demir, M. Mikail, et al.
Published: (2025)
by: Demir, M. Mikail, et al.
Published: (2025)
Merge-Bench: Resolve Merge Conflicts with Large Language Models
by: Schesch, Benedikt, et al.
Published: (2026)
by: Schesch, Benedikt, et al.
Published: (2026)
Automated Bug Triaging using Instruction-Tuned Large Language Models
by: Kiashemshaki, Kiana, et al.
Published: (2025)
by: Kiashemshaki, Kiana, et al.
Published: (2025)
Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models
by: Chang, Edward Y.
Published: (2024)
by: Chang, Edward Y.
Published: (2024)
Linguistically-Informed Multilingual Instruction Tuning: Is There an Optimal Set of Languages to Tune?
by: Soykan, Gürkan, et al.
Published: (2024)
by: Soykan, Gürkan, et al.
Published: (2024)
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models
by: Lopez-Avila, Alejo, et al.
Published: (2024)
by: Lopez-Avila, Alejo, et al.
Published: (2024)
Contrasting Linguistic Patterns in Human and LLM-Generated News Text
by: Muñoz-Ortiz, Alberto, et al.
Published: (2023)
by: Muñoz-Ortiz, Alberto, et al.
Published: (2023)
Prototype Transformer: Towards Language Model Architectures Interpretable by Design
by: Yordanov, Yordan, et al.
Published: (2026)
by: Yordanov, Yordan, et al.
Published: (2026)
Comparing Complex Concepts with Transformers: Matching Patent Claims Against Natural Language Text
by: Blume, Matthias, et al.
Published: (2024)
by: Blume, Matthias, et al.
Published: (2024)
MCP: A Control-Theoretic Orchestration Framework for Synergistic Efficiency and Interpretability in Multimodal Large Language Models
by: Zhang, Luyan
Published: (2025)
by: Zhang, Luyan
Published: (2025)
Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation
by: Guimarães, Artur, et al.
Published: (2024)
by: Guimarães, Artur, et al.
Published: (2024)
How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework
by: Nieth, Björn, et al.
Published: (2026)
by: Nieth, Björn, et al.
Published: (2026)
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)
by: Saji, Alan, et al.
Published: (2025)
Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)
by: Peters, Sydney, et al.
Published: (2025)
Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers
by: Riemenschneider, Frederick, et al.
Published: (2024)
by: Riemenschneider, Frederick, et al.
Published: (2024)
Data-driven Circuit Discovery for Interpretability of Language Models
by: Rai, Daking, et al.
Published: (2026)
by: Rai, Daking, et al.
Published: (2026)
Fine-tuning of Large Language Models for Constituency Parsing Using a Sequence to Sequence Approach
by: Delgado, Francisco Jose Cortes, et al.
Published: (2025)
by: Delgado, Francisco Jose Cortes, et al.
Published: (2025)
Transformer Scalability Crisis: The First Comprehensive Empirical Analysis of Performance Walls in Modern Language Models
by: Moghadasi, Mahdi Naser, et al.
Published: (2026)
by: Moghadasi, Mahdi Naser, et al.
Published: (2026)
Have Multimodal Large Language Models (MLLMs) Really Learned to Tell the Time on Analog Clocks?
by: Fu, Tairan, et al.
Published: (2025)
by: Fu, Tairan, et al.
Published: (2025)
PeLLE: Encoder-based language models for Brazilian Portuguese based on open data
by: de Mello, Guilherme Lamartine, et al.
Published: (2024)
by: de Mello, Guilherme Lamartine, et al.
Published: (2024)
SAGE: Hierarchical LLM-Based Literary Evaluation through Ontology-Grounded Interpretive Dimensions
by: Wang, Tianyu, et al.
Published: (2026)
by: Wang, Tianyu, et al.
Published: (2026)
The Curious Case of Visual Grounding: Different Effects for Speech- and Text-based Language Encoders
by: Sauter, Adrian, et al.
Published: (2025)
by: Sauter, Adrian, et al.
Published: (2025)
Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval
by: Bayarri-Planas, Jordi, et al.
Published: (2024)
by: Bayarri-Planas, Jordi, et al.
Published: (2024)
Explainable AI for Smart Greenhouse Control: Interpretability of Temporal Fusion Transformer in the Internet of Robotic Things
by: Bashir, Muhammad Jawad, et al.
Published: (2025)
by: Bashir, Muhammad Jawad, et al.
Published: (2025)
Boosting Accuracy and Interpretability in Multilingual Hate Speech Detection Through Layer Freezing and Explainable AI
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2026)
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2026)
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
by: Liao, Jianxing, et al.
Published: (2025)
by: Liao, Jianxing, et al.
Published: (2025)
On Initializing Transformers with Pre-trained Embeddings
by: Kim, Ha Young, et al.
Published: (2024)
by: Kim, Ha Young, et al.
Published: (2024)
SeLeRoSa: Sentence-Level Romanian Satire Detection Dataset
by: Smădu, Răzvan-Alexandru, et al.
Published: (2025)
by: Smădu, Răzvan-Alexandru, et al.
Published: (2025)
Toward Architecture-Aware Evaluation Metrics for LLM Agents
by: Souza, Débora, et al.
Published: (2026)
by: Souza, Débora, et al.
Published: (2026)
Software Implementation of Digital Filtering via Tustin's Bilinear Transform
by: Herron, Connor W.
Published: (2024)
by: Herron, Connor W.
Published: (2024)
Steer-MoE: Efficient Audio-Language Alignment with a Mixture-of-Experts Steering Module
by: Feng, Ruitao, et al.
Published: (2025)
by: Feng, Ruitao, et al.
Published: (2025)
Meta-Evaluation of Translation Evaluation Methods: a systematic up-to-date overview
by: Han, Lifeng, et al.
Published: (2016)
by: Han, Lifeng, et al.
Published: (2016)
Large Language Model (LLM) Bias Index -- LLMBI
by: Oketunji, Abiodun Finbarrs, et al.
Published: (2023)
by: Oketunji, Abiodun Finbarrs, et al.
Published: (2023)
Engineering A Large Language Model From Scratch
by: Oketunji, Abiodun Finbarrs
Published: (2024)
by: Oketunji, Abiodun Finbarrs
Published: (2024)
Similar Items
-
Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
by: Collado-Montañez, Jaime, et al.
Published: (2025) -
A systematic review of relation extraction task since the emergence of Transformers
by: Celian, Ringwald, et al.
Published: (2025) -
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models
by: Rai, Daking, et al.
Published: (2024) -
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025) -
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin
by: Bothwell, Stephen, et al.
Published: (2024)