Training Neural Networks as Recognizers of Formal Languages
Fuente:
arXiv
Saved in:
| Main Authors: | Butoi, Alexandra, Khalighinejad, Ghazal, Svete, Anej, Valvoda, Josef, Cotterell, Ryan, DuSell, Brian |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
by: Nowak, Franz, et al.
Published: (2024)
by: Nowak, Franz, et al.
Published: (2024)
Transformers Can Represent $n$-gram Language Models
by: Svete, Anej, et al.
Published: (2024)
by: Svete, Anej, et al.
Published: (2024)
On the Representational Capacity of Recurrent Neural Language Models
by: Nowak, Franz, et al.
Published: (2023)
by: Nowak, Franz, et al.
Published: (2023)
Bearing Syntactic Fruit with Stack-Augmented Neural Networks
by: DuSell, Brian, et al.
Published: (2025)
by: DuSell, Brian, et al.
Published: (2025)
Information Locality as an Inductive Bias for Neural Language Models
by: Someya, Taiga, et al.
Published: (2025)
by: Someya, Taiga, et al.
Published: (2025)
Algorithms for Weighted Pushdown Automata
by: Butoi, Alexandra, et al.
Published: (2022)
by: Butoi, Alexandra, et al.
Published: (2022)
On Efficiently Representing Regular Languages as RNNs
by: Svete, Anej, et al.
Published: (2024)
by: Svete, Anej, et al.
Published: (2024)
Gumbel Counterfactual Generation From Language Models
by: Ravfogel, Shauli, et al.
Published: (2024)
by: Ravfogel, Shauli, et al.
Published: (2024)
Unique Hard Attention: A Tale of Two Sides
by: Jerad, Selim, et al.
Published: (2025)
by: Jerad, Selim, et al.
Published: (2025)
Revisiting Padded Transformer Expressivity: Which Architectural Choices Matter and Which Don't
by: Svete, Anej, et al.
Published: (2026)
by: Svete, Anej, et al.
Published: (2026)
Formal Aspects of Language Modeling
by: Cotterell, Ryan, et al.
Published: (2023)
by: Cotterell, Ryan, et al.
Published: (2023)
Context-Free Recognition with Transformers
by: Jerad, Selim, et al.
Published: (2026)
by: Jerad, Selim, et al.
Published: (2026)
On the Reasoning Abilities of Masked Diffusion Language Models
by: Svete, Anej, et al.
Published: (2025)
by: Svete, Anej, et al.
Published: (2025)
A Probability--Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors
by: Tan, Naaman, et al.
Published: (2024)
by: Tan, Naaman, et al.
Published: (2024)
What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages
by: Borenstein, Nadav, et al.
Published: (2024)
by: Borenstein, Nadav, et al.
Published: (2024)
The Foundations of Tokenization: Statistical and Computational Concerns
by: Gastaldi, Juan Luis, et al.
Published: (2024)
by: Gastaldi, Juan Luis, et al.
Published: (2024)
Towards Explainability in Legal Outcome Prediction Models
by: Valvoda, Josef, et al.
Published: (2024)
by: Valvoda, Josef, et al.
Published: (2024)
Lower Bounds on the Expressivity of Recurrent Neural Language Models
by: Svete, Anej, et al.
Published: (2024)
by: Svete, Anej, et al.
Published: (2024)
The Role of $n$-gram Smoothing in the Age of Neural Networks
by: Malagutti, Luca, et al.
Published: (2024)
by: Malagutti, Luca, et al.
Published: (2024)
Can Transformers Learn $n$-gram Language Models?
by: Svete, Anej, et al.
Published: (2024)
by: Svete, Anej, et al.
Published: (2024)
Language Models over Canonical Byte-Pair Encodings
by: Vieira, Tim, et al.
Published: (2025)
by: Vieira, Tim, et al.
Published: (2025)
On Affine Homotopy between Language Encoders
by: Chan, Robin SM, et al.
Published: (2024)
by: Chan, Robin SM, et al.
Published: (2024)
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
by: DuSell, Brian, et al.
Published: (2023)
by: DuSell, Brian, et al.
Published: (2023)
A Geometric Notion of Causal Probing
by: Guerner, Clément, et al.
Published: (2023)
by: Guerner, Clément, et al.
Published: (2023)
An $\mathbf{L^*}$ Algorithm for Deterministic Weighted Regular Languages
by: Pasti, Clemente, et al.
Published: (2024)
by: Pasti, Clemente, et al.
Published: (2024)
On the Proper Treatment of Tokenization in Psycholinguistics
by: Giulianelli, Mario, et al.
Published: (2024)
by: Giulianelli, Mario, et al.
Published: (2024)
An Algebraic View of the Expressivity of Recurrent Language Models
by: Nowak, Franz, et al.
Published: (2026)
by: Nowak, Franz, et al.
Published: (2026)
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation
by: Vargas, Francisco, et al.
Published: (2020)
by: Vargas, Francisco, et al.
Published: (2020)
What Do Language Models Learn in Context? The Structured Task Hypothesis
by: Li, Jiaoda, et al.
Published: (2024)
by: Li, Jiaoda, et al.
Published: (2024)
Better Estimation of the Kullback--Leibler Divergence Between Language Models
by: Amini, Afra, et al.
Published: (2025)
by: Amini, Afra, et al.
Published: (2025)
Can Language Models Learn Typologically Implausible Languages?
by: Xu, Tianyang, et al.
Published: (2025)
by: Xu, Tianyang, 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)
Probability Distributions Computed by Autoregressive Transformers
by: Yang, Andy, et al.
Published: (2025)
by: Yang, Andy, et al.
Published: (2025)
Log-linear Guardedness and its Implications
by: Ravfogel, Shauli, et al.
Published: (2022)
by: Ravfogel, Shauli, et al.
Published: (2022)
From Language Models over Tokens to Language Models over Characters
by: Vieira, Tim, et al.
Published: (2024)
by: Vieira, Tim, et al.
Published: (2024)
Syntactic Control of Language Models by Posterior Inference
by: Xefteri, Vicky, et al.
Published: (2025)
by: Xefteri, Vicky, et al.
Published: (2025)
Kernelized Concept Erasure
by: Ravfogel, Shauli, et al.
Published: (2022)
by: Ravfogel, Shauli, et al.
Published: (2022)
Linear Adversarial Concept Erasure
by: Ravfogel, Shauli, et al.
Published: (2022)
by: Ravfogel, Shauli, et al.
Published: (2022)
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
by: Ruder, Sebastian, et al.
Published: (2018)
by: Ruder, Sebastian, et al.
Published: (2018)
Direct Preference Optimization with an Offset
by: Amini, Afra, et al.
Published: (2024)
by: Amini, Afra, et al.
Published: (2024)
Similar Items
-
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
by: Nowak, Franz, et al.
Published: (2024) -
Transformers Can Represent $n$-gram Language Models
by: Svete, Anej, et al.
Published: (2024) -
On the Representational Capacity of Recurrent Neural Language Models
by: Nowak, Franz, et al.
Published: (2023) -
Bearing Syntactic Fruit with Stack-Augmented Neural Networks
by: DuSell, Brian, et al.
Published: (2025) -
Information Locality as an Inductive Bias for Neural Language Models
by: Someya, Taiga, et al.
Published: (2025)