LLMs as a synthesis between symbolic and distributed approaches to language
Fuente:
arXiv
Saved in:
| Main Author: | Boleda, Gemma |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Why do objects have many names? A study on word informativeness in language use and lexical systems
by: Gualdoni, Eleonora, et al.
Published: (2024)
by: Gualdoni, Eleonora, et al.
Published: (2024)
Sparse or Dense? A Mechanistic Estimation of Computation Density in Transformer-based LLMs
by: Kervadec, Corentin, et al.
Published: (2026)
by: Kervadec, Corentin, et al.
Published: (2026)
Not a nuisance but a useful heuristic: Outlier dimensions favor frequent tokens in language models
by: Macocco, Iuri, et al.
Published: (2025)
by: Macocco, Iuri, et al.
Published: (2025)
NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
by: Zhang, Yuqing, et al.
Published: (2025)
by: Zhang, Yuqing, et al.
Published: (2025)
Tracing Computation Density in LLMs
by: Kervadec, Corentin, et al.
Published: (2026)
by: Kervadec, Corentin, et al.
Published: (2026)
The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models
by: Graichen, Nora, et al.
Published: (2026)
by: Graichen, Nora, et al.
Published: (2026)
Modeling Human-Like Color Naming Behavior in Context
by: Zhang, Yuqing, et al.
Published: (2026)
by: Zhang, Yuqing, et al.
Published: (2026)
Primera jornada del procesamiento computacional de Catalán
by: Gemma Boleda
Published: (2009)
by: Gemma Boleda
Published: (2009)
A Zipf-preserving, long-range correlated surrogate for written language and other symbolic sequences
by: Montemurro, Marcelo A., et al.
Published: (2026)
by: Montemurro, Marcelo A., et al.
Published: (2026)
Measuring cross-language intelligibility between Romance languages with computational tools
by: Dinu, Liviu P, et al.
Published: (2026)
by: Dinu, Liviu P, et al.
Published: (2026)
LLMs syntactically adapt their language use to their conversational partner
by: Kandra, Florian, et al.
Published: (2025)
by: Kandra, Florian, et al.
Published: (2025)
Do Multilingual LLMs have specialized language heads?
by: Naufil, Muhammad
Published: (2026)
by: Naufil, Muhammad
Published: (2026)
Discourse vs emissions: Analysis of corporate narratives, symbolic practices, and mimicry through LLMs
by: Hassani, Bertrand Kian, et al.
Published: (2025)
by: Hassani, Bertrand Kian, et al.
Published: (2025)
Comparative analysis of subword tokenization approaches for Indian languages
by: Das, Sudhansu Bala, et al.
Published: (2025)
by: Das, Sudhansu Bala, et al.
Published: (2025)
Analyzing values about gendered language reform in LLMs' revisions
by: Watson, Jules, et al.
Published: (2025)
by: Watson, Jules, et al.
Published: (2025)
Do LLMs exhibit the same commonsense capabilities across languages?
by: Martínez-Murillo, Ivan, et al.
Published: (2025)
by: Martínez-Murillo, Ivan, et al.
Published: (2025)
Neuro-symbolic Training for Reasoning over Spatial Language
by: Premsri, Tanawan, et al.
Published: (2024)
by: Premsri, Tanawan, et al.
Published: (2024)
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs
by: Watson, Julia, et al.
Published: (2024)
by: Watson, Julia, et al.
Published: (2024)
The neural correlates of logical-mathematical symbol systems processing resemble that of spatial cognition more than natural language processing
by: Li, Yuannan, et al.
Published: (2024)
by: Li, Yuannan, et al.
Published: (2024)
NSA: Neuro-symbolic ARC Challenge
by: Batorski, Paweł, et al.
Published: (2025)
by: Batorski, Paweł, et al.
Published: (2025)
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages
by: Hupkes, Dieuwke, et al.
Published: (2025)
by: Hupkes, Dieuwke, et al.
Published: (2025)
Clinical named entity recognition in the Portuguese language: a benchmark of modern BERT models and LLMs
by: de Almeida, Vinicius Anjos, et al.
Published: (2026)
by: de Almeida, Vinicius Anjos, et al.
Published: (2026)
Child vs. machine language learning: Can the logical structure of human language unleash LLMs?
by: Sauerland, Uli, et al.
Published: (2025)
by: Sauerland, Uli, et al.
Published: (2025)
A symbolic Perl algorithm for the unification of Nahuatl word spellings
by: Guzmán-Landa, Juan-José, et al.
Published: (2025)
by: Guzmán-Landa, Juan-José, et al.
Published: (2025)
Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
by: Carandang, Kristine Ann M., et al.
Published: (2025)
by: Carandang, Kristine Ann M., et al.
Published: (2025)
Text2Model: Generating dynamic chemical reactor models using large language models (LLMs)
by: Rupprecht, Sophia, et al.
Published: (2025)
by: Rupprecht, Sophia, et al.
Published: (2025)
NLPre: a revised approach towards language-centric benchmarking of Natural Language Preprocessing systems
by: Wiącek, Martyna, et al.
Published: (2024)
by: Wiącek, Martyna, et al.
Published: (2024)
Just-in-time and distributed task representations in language models
by: Li, Yuxuan, et al.
Published: (2025)
by: Li, Yuxuan, et al.
Published: (2025)
HumT DumT: Measuring and controlling human-like language in LLMs
by: Cheng, Myra, et al.
Published: (2025)
by: Cheng, Myra, et al.
Published: (2025)
Enhanced Arabic-language cyberbullying detection: deep embedding and transformer (BERT) approaches
by: Aljohani, Ebtesam Jaber, et al.
Published: (2025)
by: Aljohani, Ebtesam Jaber, et al.
Published: (2025)
Advancing vision-language models in front-end development via data synthesis
by: Ge, Tong, et al.
Published: (2025)
by: Ge, Tong, et al.
Published: (2025)
Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models
by: Salnikov, Mikhail, et al.
Published: (2025)
by: Salnikov, Mikhail, et al.
Published: (2025)
Could the Road to Grounded, Neuro-symbolic AI be Paved with Words-as-Classifiers?
by: Kennington, Casey, et al.
Published: (2025)
by: Kennington, Casey, et al.
Published: (2025)
Reasoning based on symbolic and parametric knowledge bases: a survey
by: Xu, Mayi, et al.
Published: (2025)
by: Xu, Mayi, et al.
Published: (2025)
Leveraging LLMs for MT in Crisis Scenarios: a blueprint for low-resource languages
by: Lankford, Séamus, et al.
Published: (2024)
by: Lankford, Séamus, et al.
Published: (2024)
Large Language Models as symbolic DNA of cultural dynamics
by: Pourdavood, Parham, et al.
Published: (2025)
by: Pourdavood, Parham, et al.
Published: (2025)
Language models as tools for investigating the distinction between possible and impossible natural languages
by: Kallini, Julie, et al.
Published: (2025)
by: Kallini, Julie, et al.
Published: (2025)
Large Language Model probabilities cannot distinguish between possible and impossible language
by: Leivada, Evelina, et al.
Published: (2025)
by: Leivada, Evelina, et al.
Published: (2025)
On the scaling relationship between cloze probabilities and language model next-token prediction
by: Jacobs, Cassandra L., et al.
Published: (2026)
by: Jacobs, Cassandra L., et al.
Published: (2026)
Incentivizing Neuro-symbolic Language-based Reasoning in VLMs via Reinforcement Learning
by: Palaniappan, Karthic
Published: (2026)
by: Palaniappan, Karthic
Published: (2026)
Similar Items
-
Why do objects have many names? A study on word informativeness in language use and lexical systems
by: Gualdoni, Eleonora, et al.
Published: (2024) -
Sparse or Dense? A Mechanistic Estimation of Computation Density in Transformer-based LLMs
by: Kervadec, Corentin, et al.
Published: (2026) -
Not a nuisance but a useful heuristic: Outlier dimensions favor frequent tokens in language models
by: Macocco, Iuri, et al.
Published: (2025) -
NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
by: Zhang, Yuqing, et al.
Published: (2025) -
Tracing Computation Density in LLMs
by: Kervadec, Corentin, et al.
Published: (2026)