conftrace_

inverse scaling

15 papers

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large language model (13587) language model (4599) emergent ability (10) language model scaling (7) scaling law (120) language model evaluation (227) few-shot learning (3398) emergent abilities (5) task competition (1) fmri datum (14)

Papers

Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly EACL 2026
Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026
Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models ACL 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025
The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage ACL 2025
Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024
Scaling Behavior of Machine Translation with Large Language Models under Prompt Injection Attacks EACL 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024
Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers ACL 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023
Inverse Scaling Can Become U-Shaped EMNLP 2023
Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023
Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023
Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023