metaTextGrad: Automatically optimizing language model optimizers
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Guowei, Yuksekgonul, Mert, Guestrin, Carlos, Zou, James |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TextGrad: Automatic "Differentiation" via Text
by: Yuksekgonul, Mert, et al.
Published: (2024)
by: Yuksekgonul, Mert, et al.
Published: (2024)
Sparse Reward Subsystem in Large Language Models
by: Xu, Guowei, et al.
Published: (2026)
by: Xu, Guowei, et al.
Published: (2026)
Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
by: Suzgun, Mirac, et al.
Published: (2025)
by: Suzgun, Mirac, et al.
Published: (2025)
Cost-of-Pass: An Economic Framework for Evaluating Language Models
by: Erol, Mehmet Hamza, et al.
Published: (2025)
by: Erol, Mehmet Hamza, et al.
Published: (2025)
Demystifying optimized prompts in language models
by: Melamed, Rimon, et al.
Published: (2025)
by: Melamed, Rimon, et al.
Published: (2025)
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
by: Bianchi, Federico, et al.
Published: (2024)
by: Bianchi, Federico, et al.
Published: (2024)
Diversity of Thought Improves Reasoning Abilities of LLMs
by: Naik, Ranjita, et al.
Published: (2023)
by: Naik, Ranjita, et al.
Published: (2023)
Biomedical knowledge graph-optimized prompt generation for large language models
by: Soman, Karthik, et al.
Published: (2023)
by: Soman, Karthik, et al.
Published: (2023)
The Extractive-Abstractive Spectrum: Uncovering Verifiability Trade-offs in LLM Generations
by: Worledge, Theodora, et al.
Published: (2024)
by: Worledge, Theodora, et al.
Published: (2024)
TextualVerifier: Verify TextGrad Step-by-Step
by: Situmorang, Eugenius Mario, et al.
Published: (2025)
by: Situmorang, Eugenius Mario, et al.
Published: (2025)
Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
by: Thakkar, Nitya, et al.
Published: (2025)
by: Thakkar, Nitya, et al.
Published: (2025)
Discovering Implicit Large Language Model Alignment Objectives
by: Chen, Edward, et al.
Published: (2026)
by: Chen, Edward, et al.
Published: (2026)
Benchmarking Distributional Alignment of Large Language Models
by: Meister, Nicole, et al.
Published: (2024)
by: Meister, Nicole, et al.
Published: (2024)
Inefficiencies of Meta Agents for Agent Design
by: El, Batu, et al.
Published: (2025)
by: El, Batu, et al.
Published: (2025)
StatLLaMA: Multi-Stage training for domain-optimized statistical large language models
by: Zeng, Jing-Yi, et al.
Published: (2025)
by: Zeng, Jing-Yi, et al.
Published: (2025)
On the class of coding optimality of human languages and the origins of Zipf's law
by: Ferrer-i-Cancho, Ramon
Published: (2025)
by: Ferrer-i-Cancho, Ramon
Published: (2025)
Block removal for large language models through constrained binary optimization
by: Jansen, David, et al.
Published: (2026)
by: Jansen, David, et al.
Published: (2026)
Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning
by: Yu, Qinan, et al.
Published: (2026)
by: Yu, Qinan, et al.
Published: (2026)
Text2Grad: Reinforcement Learning from Natural Language Feedback
by: Wang, Hanyang, et al.
Published: (2025)
by: Wang, Hanyang, et al.
Published: (2025)
AnglE-optimized Text Embeddings
by: Li, Xianming, et al.
Published: (2023)
by: Li, Xianming, et al.
Published: (2023)
Large language models in medicine: the potentials and pitfalls
by: Omiye, Jesutofunmi A., et al.
Published: (2023)
by: Omiye, Jesutofunmi A., et al.
Published: (2023)
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
by: Yuksekgonul, Mert, et al.
Published: (2023)
by: Yuksekgonul, Mert, et al.
Published: (2023)
Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies
by: Torre, Leon-Paul Schaub, et al.
Published: (2024)
by: Torre, Leon-Paul Schaub, et al.
Published: (2024)
GradShield: Alignment Preserving Finetuning
by: Hu, Zhanhao, et al.
Published: (2026)
by: Hu, Zhanhao, et al.
Published: (2026)
GradEscape: A Gradient-Based Evader Against AI-Generated Text Detectors
by: Meng, Wenlong, et al.
Published: (2025)
by: Meng, Wenlong, et al.
Published: (2025)
Multilingual large language models leak human stereotypes across language boundaries
by: Cao, Yang Trista, et al.
Published: (2023)
by: Cao, Yang Trista, et al.
Published: (2023)
Text classification optimization algorithm based on graph neural network
by: Gao, Erdi, et al.
Published: (2024)
by: Gao, Erdi, et al.
Published: (2024)
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)
When a language model is optimized for reasoning, does it still show embers of autoregression? An analysis of OpenAI o1
by: McCoy, R. Thomas, et al.
Published: (2024)
by: McCoy, R. Thomas, et al.
Published: (2024)
Automatic deductive coding in discourse analysis: an application of large language models in learning analytics
by: Zhang, Lishan, et al.
Published: (2024)
by: Zhang, Lishan, et al.
Published: (2024)
ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients"
by: Zhou, Zhongyi, et al.
Published: (2025)
by: Zhou, Zhongyi, et al.
Published: (2025)
No Such Thing as a General Learner: Language models and their dual optimization
by: Chemla, Emmanuel, et al.
Published: (2024)
by: Chemla, Emmanuel, et al.
Published: (2024)
Algorithm for Automatic Legislative Text Consolidation
by: Etcheverry, Matias, et al.
Published: (2025)
by: Etcheverry, Matias, et al.
Published: (2025)
Evolution of meta's llama models and parameter-efficient fine-tuning of large language models: a survey
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
by: Zhao, Wanjia, et al.
Published: (2025)
by: Zhao, Wanjia, et al.
Published: (2025)
Intermediate direct preference optimization
by: Kojima, Atsushi
Published: (2024)
by: Kojima, Atsushi
Published: (2024)
Automatic Correction of Writing Anomalies in Hausa Texts
by: Wali, Ahmad Mustapha, et al.
Published: (2025)
by: Wali, Ahmad Mustapha, et al.
Published: (2025)
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
by: Reif, Emily, et al.
Published: (2024)
by: Reif, Emily, et al.
Published: (2024)
Simple linear attention language models balance the recall-throughput tradeoff
by: Arora, Simran, et al.
Published: (2024)
by: Arora, Simran, et al.
Published: (2024)
Automatic design optimization of preference-based subjective evaluation with online learning in crowdsourcing environment
by: Yasuda, Yusuke, et al.
Published: (2024)
by: Yasuda, Yusuke, et al.
Published: (2024)
Similar Items
-
TextGrad: Automatic "Differentiation" via Text
by: Yuksekgonul, Mert, et al.
Published: (2024) -
Sparse Reward Subsystem in Large Language Models
by: Xu, Guowei, et al.
Published: (2026) -
Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
by: Suzgun, Mirac, et al.
Published: (2025) -
Cost-of-Pass: An Economic Framework for Evaluating Language Models
by: Erol, Mehmet Hamza, et al.
Published: (2025) -
Demystifying optimized prompts in language models
by: Melamed, Rimon, et al.
Published: (2025)