Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures
Fuente:
arXiv
Saved in:
| Main Authors: | Prange, Jakob, Chersoni, Emmanuele |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
by: Kauf, Carina, et al.
Published: (2024)
by: Kauf, Carina, et al.
Published: (2024)
Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives
by: Wang, Yu, et al.
Published: (2026)
by: Wang, Yu, et al.
Published: (2026)
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling
by: Prange, Jakob, et al.
Published: (2021)
by: Prange, Jakob, et al.
Published: (2021)
Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model
by: Prange, Jakob, et al.
Published: (2023)
by: Prange, Jakob, et al.
Published: (2023)
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models
by: Miliani, Martina, et al.
Published: (2025)
by: Miliani, Martina, et al.
Published: (2025)
Towards Empowering Consumers through Sentence-level Readability Scoring in German ESG Reports
by: Schüßler, Benjamin Josef, et al.
Published: (2026)
by: Schüßler, Benjamin Josef, et al.
Published: (2026)
NP-Hard Lower Bound Complexity for Semantic Self-Verification
by: Young, Robin
Published: (2025)
by: Young, Robin
Published: (2025)
Bootstrapping Cognitive Agents with a Large Language Model
by: Zhu, Feiyu, et al.
Published: (2024)
by: Zhu, Feiyu, et al.
Published: (2024)
Is Length Really A Liability? An Evaluation of Multi-turn LLM Conversations using BoolQ
by: Neergaard, Karl, et al.
Published: (2026)
by: Neergaard, Karl, et al.
Published: (2026)
Semantic Structure in Large Language Model Embeddings
by: Kozlowski, Austin C., et al.
Published: (2025)
by: Kozlowski, Austin C., et al.
Published: (2025)
Can Large Language Models Understand, Reason About, and Generate Code-Switched Text?
by: Winata, Genta Indra, et al.
Published: (2026)
by: Winata, Genta Indra, et al.
Published: (2026)
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
by: Sun, Jiashuo, et al.
Published: (2023)
by: Sun, Jiashuo, et al.
Published: (2023)
Probing Multimodal Large Language Models for Global and Local Semantic Representations
by: Tao, Mingxu, et al.
Published: (2024)
by: Tao, Mingxu, et al.
Published: (2024)
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
by: Yu, Longhui, et al.
Published: (2023)
by: Yu, Longhui, et al.
Published: (2023)
From BERT to LLMs: Comparing and Understanding Chinese Classifier Prediction in Language Models
by: Zhang, Ziqi, et al.
Published: (2025)
by: Zhang, Ziqi, et al.
Published: (2025)
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention
by: Feng, Zhaoxin, et al.
Published: (2025)
by: Feng, Zhaoxin, et al.
Published: (2025)
The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?
by: Sun, Yutao, et al.
Published: (2025)
by: Sun, Yutao, et al.
Published: (2025)
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing
by: Li, Rui, et al.
Published: (2025)
by: Li, Rui, et al.
Published: (2025)
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning
by: Huang, Lei, et al.
Published: (2026)
by: Huang, Lei, et al.
Published: (2026)
On the Semantics of Large Language Models
by: Schuele, Martin
Published: (2025)
by: Schuele, Martin
Published: (2025)
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
by: Xie, Qiujie, et al.
Published: (2025)
by: Xie, Qiujie, et al.
Published: (2025)
An Empirical Study on Prompt Compression for Large Language Models
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
An Empirical Analysis on Large Language Models in Debate Evaluation
by: Liu, Xinyi, et al.
Published: (2024)
by: Liu, Xinyi, et al.
Published: (2024)
Improving Radiology Report Conciseness and Structure via Local Large Language Models
by: Hartsock, Iryna, et al.
Published: (2024)
by: Hartsock, Iryna, et al.
Published: (2024)
A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models
by: Kazemi, Hamid, et al.
Published: (2026)
by: Kazemi, Hamid, et al.
Published: (2026)
LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines
by: Gao, Jiechao, et al.
Published: (2026)
by: Gao, Jiechao, et al.
Published: (2026)
Language as Mathematical Structure: Examining Semantic Field Theory Against Language Games
by: Vartziotis, Dimitris
Published: (2026)
by: Vartziotis, Dimitris
Published: (2026)
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
by: Zhang, Siwei, et al.
Published: (2025)
by: Zhang, Siwei, et al.
Published: (2025)
Composing or Not Composing? Towards Distributional Construction Grammars
by: Blache, Philippe, et al.
Published: (2024)
by: Blache, Philippe, et al.
Published: (2024)
Quantifying Semantic Emergence in Language Models
by: Chen, Hang, et al.
Published: (2024)
by: Chen, Hang, et al.
Published: (2024)
An Empirical Study of Many-to-Many Summarization with Large Language Models
by: Wang, Jiaan, et al.
Published: (2025)
by: Wang, Jiaan, et al.
Published: (2025)
An Empirical Evaluation of Large Language Models on Consumer Health Questions
by: Abrar, Moaiz, et al.
Published: (2024)
by: Abrar, Moaiz, et al.
Published: (2024)
Empirical Analysis of Dialogue Relation Extraction with Large Language Models
by: Li, Guozheng, et al.
Published: (2024)
by: Li, Guozheng, et al.
Published: (2024)
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
by: Zhong, Han, et al.
Published: (2025)
by: Zhong, Han, et al.
Published: (2025)
Textual Entailment Recognition with Semantic Features from Empirical Text Representation
by: Shajalal, Md, et al.
Published: (2022)
by: Shajalal, Md, et al.
Published: (2022)
Bootstrapping Action-Grounded Visual Dynamics in Unified Vision-Language Models
by: Qiu, Yifu, et al.
Published: (2025)
by: Qiu, Yifu, et al.
Published: (2025)
Evaluating Large Language Models for Abstract Evaluation Tasks: An Empirical Study
by: Liu, Yinuo, et al.
Published: (2026)
by: Liu, Yinuo, et al.
Published: (2026)
An Empirical Study of SFT-DPO Interaction and Parameterization in Small Language Models
by: Feng, Yuming, et al.
Published: (2026)
by: Feng, Yuming, et al.
Published: (2026)
Evaluating Large Language Models on Financial Report Summarization: An Empirical Study
by: Yang, Xinqi, et al.
Published: (2024)
by: Yang, Xinqi, et al.
Published: (2024)
An Empirical Study of the Role of Incompleteness and Ambiguity in Interactions with Large Language Models
by: Naik, Riya, et al.
Published: (2025)
by: Naik, Riya, et al.
Published: (2025)
Similar Items
-
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
by: Kauf, Carina, et al.
Published: (2024) -
Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives
by: Wang, Yu, et al.
Published: (2026) -
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling
by: Prange, Jakob, et al.
Published: (2021) -
Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model
by: Prange, Jakob, et al.
Published: (2023) -
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models
by: Miliani, Martina, et al.
Published: (2025)