conftrace_

language model scaling

8 papers

Explore in graph

Co-occurring keywords · papers mentioning both

large language model (3) language model (3) emergent ability (2) inverse scaling (2) scaling trend (1) sigmoid scaling (1) compute-optimal scaling (1) grammar-based code (1) sample-efficient pretraining (1) single layer architecture (1)

Papers

On the scaling relationship between cloze probabilities and language model next-token prediction CoNLL 2026 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Inverse Scaling Can Become U-Shaped EMNLP 2023 Scaling Data-Constrained Language Models NeurIPS 2023