Imagen de Portada

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Akyürek, Afra Feyza, Akyürek, Ekin, Choshen, Leshem, Wijaya, Derry, Andreas, Jacob
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Is Active Persona Inference Necessary for Aligning Small Models to Personal Preferences?
por: Tang, Zilu, et al.
Publicado: (2025)

In-Context Language Learning: Architectures and Algorithms
por: Akyürek, Ekin, et al.
Publicado: (2024)

The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
por: Akyürek, Ekin, et al.
Publicado: (2024)

Online Rubrics Elicitation from Pairwise Comparisons
por: Rezaei, MohammadHossein, et al.
Publicado: (2025)

Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
por: Wu, Zhaofeng, et al.
Publicado: (2023)

Learning Linear Attention in Polynomial Time
por: Yau, Morris, et al.
Publicado: (2024)

Can Gradient Descent Simulate Prompting?
por: Zhang, Eric, et al.
Publicado: (2025)

A Hitchhiker's Guide to Scaling Law Estimation
por: Choshen, Leshem, et al.
Publicado: (2024)

Instructions Shape Production of Language, not Processing
por: Waldis, Andreas, et al.
Publicado: (2026)

Holmes: A Benchmark to Assess the Linguistic Competence of Language Models
por: Waldis, Andreas, et al.
Publicado: (2024)

The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community
por: Don-Yehiya, Shachar, et al.
Publicado: (2024)

Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models
por: Ivanova, Anna A., et al.
Publicado: (2024)

Real‐Time Secondary Animation with Spring Decomposed Skinning
por: B. Akyürek, et al.
Publicado: (2025)

Pretraining Language Models for Diachronic Linguistic Change Discovery
por: Fittschen, Elisabeth, et al.
Publicado: (2025)

Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion
por: Zaman, Kerem, et al.
Publicado: (2023)

LLM Hypnosis: Exploiting User Feedback for Unauthorized Knowledge Injection to All Users
por: Hilel, Almog, et al.
Publicado: (2025)

Unforgettable Generalization in Language Models
por: Zhang, Eric, et al.
Publicado: (2024)

Do LLMs Benefit From Their Own Words?
por: Huang, Jenny Y., et al.
Publicado: (2026)

Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
por: Damani, Mehul, et al.
Publicado: (2025)

Naturally Occurring Feedback is Common, Extractable and Useful
por: Don-Yehiya, Shachar, et al.
Publicado: (2024)

Beyond Transfer Accuracy: Faithful Circuits for Controlled Low-Resource Adaptation
por: Nur'aini, Khumaisa, et al.
Publicado: (2026)

Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models
por: Kuwanto, Garry, et al.
Publicado: (2024)

MEMORYLLM: Towards Self-Updatable Large Language Models
por: Wang, Yu, et al.
Publicado: (2024)

What Do Indonesians Really Need from Language Technology? A Nationwide Survey
por: Kautsar, Muhammad Dehan Al, et al.
Publicado: (2025)

ErrorMap and ErrorAtlas: Charting the Failure Landscape of Large Language Models
por: Ashury-Tahan, Shir, et al.
Publicado: (2026)

Jump to Conclusions: Short-Cutting Transformers With Linear Transformations
por: Din, Alexander Yom, et al.
Publicado: (2023)

Mediocrity is the key for LLM as a Judge Anchor Selection
por: Don-Yehiya, Shachar, et al.
Publicado: (2026)

Self-Updatable Large Language Models by Integrating Context into Model Parameters
por: Wang, Yu, et al.
Publicado: (2024)

Will it Merge? On The Causes of Model Mergeability
por: Rahamim, Adir, et al.
Publicado: (2026)

Could We Have Had Better Multilingual LLMs If English Was Not the Central Language?
por: Diandaru, Ryandito, et al.
Publicado: (2024)

ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization
por: Yadav, Prateek, et al.
Publicado: (2023)

Resolving Interference (RI): Disentangling Models for Improved Model Merging
por: Ramesh, Pratik, et al.
Publicado: (2026)

Self-Adapting Language Models
por: Zweiger, Adam, et al.
Publicado: (2025)

Do Language Models Understand Honorific Systems in Javanese?
por: Farhansyah, Mohammad Rifqi, et al.
Publicado: (2025)

Do Language Models Track Entities Across State Changes?
por: Tang, Zilu, et al.
Publicado: (2026)

Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
por: Ifergan, Maxim, et al.
Publicado: (2024)

NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning
por: Schwartz, Eli, et al.
Publicado: (2024)

Label-Efficient Model Selection for Text Generation
por: Ashury-Tahan, Shir, et al.
Publicado: (2024)

Rethinking Easy-to-Hard: Limits of Curriculum Learning in Post-Training for Deductive Reasoning
por: Mordig, Maximilian, et al.
Publicado: (2026)

Toward Honest Language Models for Deductive Reasoning
por: Liu, Jiarui, et al.
Publicado: (2025)