Competitive Programming with Large Reasoning Models

s1: Simple test-time scaling

On the Diagram of Thought

Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge

COMBINING INDUCTION AND TRANSDUCTION FOR ABSTRACT REASONING

GSM-Symbolic: Understanding the Limitations of Mathematical...

Schrodinger's Memory: Large Language Models

One Thousand and One Pairs: A "novel" challenge for...

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Iterative Reasoning Preference Optimization

Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap

The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs | OpenReview

WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models

Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

Preventing Language Models From Hiding Their Reasoning

Large Language Models can Learn Rules

Large Language Models Cannot Self-Correct Reasoning Yet

The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation | Journal of Artificial Intelligence Research

Advances in apparent conceptual physics reasoning in GPT-4

Improving Factuality and Reasoning in Language Models through Multiagent Debate

FOLIO: Natural Language Reasoning with First-Order Logic