Reasoning

CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024 Chain of Code: Reasoning with a Language Model-Augmented Code Emulator ICML 2024 Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024 Chain of Logic: Rule-Based Reasoning with Large Language Models ACL 2024 Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs NeurIPS 2024 Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024 Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024 Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024 Chain-of-Thought Reasoning Without Prompting NeurIPS 2024 ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline EMNLP 2024 CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NeurIPS 2024 CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay ICML 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 CogBench: a large language model walks into a psychology lab ICML 2024 COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024 Colour Me Uncertain: Representing Vagueness with Probabilistic Semantics EACL 2024 Common Sense Reasoning for Deep Fake Detection ECCV 2024 Communicating with Speakers and Listeners of Different Pragmatic Levels EMNLP 2024 Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning ACL 2024 Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ACL 2024