conftrace_

chain-of-thought prompting

313 papers

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Also known as

COT PROMPTING

Co-occurring keywords

large language model (13587) prompt engineering (1135) few-shot learning (3398) zero-shot learning (3650) in-context learning (1405) question answering (2963) chain of thought (285) chain-of-thought reasoning (551) mathematical reasoning (407) language model (4599)

Papers

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024
QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024
UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024
Large Language Models Are No Longer Shallow Parsers ACL 2024
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024
Competition-Level Problems are Effective LLM Evaluators ACL 2024
Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL 2024
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
A Study on the Calibration of In-context Learning NAACL 2024
FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024
Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World ACL 2024
Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset ACL 2024
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm ACL 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting NAACL 2024
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024
Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback Generation NAACL 2024
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024
What is the Best Way for ChatGPT to Translate Poetry? ACL 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024