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Reasoning

2595 directly classified papers

Papers per year

Papers

Large Language Models Can Self-Improve EMNLP 2023

Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023

LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023

Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023

Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023

SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023

Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL 2023

Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023

Exploring the Capacity of Pretrained Language Models for Reasoning about Actions and Change ACL 2023

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL 2023

Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension EMNLP 2023

Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023

lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023

Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023

On the Forward Invariance of Neural ODEs ICML 2023

Active Learning based Structural Inference ICML 2023

Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling ICML 2023

Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023

Uncertainty Guided Global Memory Improves Multi-Hop Question Answering EMNLP 2023