Latest Research in Language Modeling Architecture

3,123 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Language Modeling Architecture

Highest-Cited Papers

  1. Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models (40 citations)
  2. Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges (3 citations)
  3. What is the Role of Small Models in the LLM Era: A Survey (6 citations)
  4. Uncertainty-aware large language models: a scoping review of conformal prediction methods (1 citations)
  5. Mixed-Precision Quantization for Language Models: Techniques and Prospects (1 citations)
  6. Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines
  7. Stratum: Lie Field Layers for Grid Logic Puzzles in Small Transformers
  8. The Reflective Budget Governor: Equilibrium-Based Early Stopping for Iterative LLM Refinement
  9. WeaveCube: A Feasibility Study of Exact Shared-Word Construction for Rubik's Cube Solving
  10. The Agent Harness Playground: A ReAct-Style Agent Harness with Budgeted Multi-Agent Delegation and Embedded Quantitative Equity Research
  11. Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines
  12. Is there a way to improve language models accuracy in solving physics problems in Russian and English languages?
  13. The Reflective Budget Governor: Equilibrium-Based Early Stopping for Iterative LLM Refinement
  14. Correct Verdicts, Wrong Field: Attribution and Capability Are Dissociable When Small Language Models Follow a Rubric
  15. Personalized library knowledge services driven by chain-of-thought large language models
  16. The Agent Harness Playground: A ReAct-Style Agent Harness with Budgeted Multi-Agent Delegation and Embedded Quantitative Equity Research
  17. Is there a way to improve language models accuracy in solving physics problems in Russian and English languages?
  18. WeaveCube: A Feasibility Study of Exact Shared-Word Construction for Rubik's Cube Solving
  19. LEMMA: Learned Guidance for Evidence-Carrying Long-Horizon Symbolic Rewriting
  20. Stratum: Lie Field Layers for Grid Logic Puzzles in Small Transformers

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L2 Region - - 2026 Sep Q3

Language Modeling Architecture

3,123 papers

Top Topics (10)

Computation and Language1,189
Artificial Intelligence597
Machine Learning513
Topic Modeling118
Information Retrieval115
Computer Vision and Pattern Recognition98
Natural Language Processing Techniques65
Software Engineering26
Sound20
Ferroelectric and Negative Capacitance Devices19

Top Publications (20)

1.Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models40c2.Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges3c3.What is the Role of Small Models in the LLM Era: A Survey6c4.Uncertainty-aware large language models: a scoping review of conformal prediction methods1c5.Mixed-Precision Quantization for Language Models: Techniques and Prospects1c6.Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines7.Stratum: Lie Field Layers for Grid Logic Puzzles in Small Transformers8.The Reflective Budget Governor: Equilibrium-Based Early Stopping for Iterative LLM Refinement9.WeaveCube: A Feasibility Study of Exact Shared-Word Construction for Rubik's Cube Solving10.The Agent Harness Playground: A ReAct-Style Agent Harness with Budgeted Multi-Agent Delegation and Embedded Quantitative Equity Research11.Ceiling Effects and Convergence: Null Results for Instruction Repetition in LLM-Agent Pipelines12.Is there a way to improve language models accuracy in solving physics problems in Russian and English languages?13.The Reflective Budget Governor: Equilibrium-Based Early Stopping for Iterative LLM Refinement14.Correct Verdicts, Wrong Field: Attribution and Capability Are Dissociable When Small Language Models Follow a Rubric15.Personalized library knowledge services driven by chain-of-thought large language models16.The Agent Harness Playground: A ReAct-Style Agent Harness with Budgeted Multi-Agent Delegation and Embedded Quantitative Equity Research17.Is there a way to improve language models accuracy in solving physics problems in Russian and English languages?18.WeaveCube: A Feasibility Study of Exact Shared-Word Construction for Rubik's Cube Solving19.LEMMA: Learned Guidance for Evidence-Carrying Long-Horizon Symbolic Rewriting20.Stratum: Lie Field Layers for Grid Logic Puzzles in Small Transformers

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