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Reasoning

2595 directly classified papers

Papers per year

Papers

bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models ACL 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025
How well do LLMs reason over tabular data, really? ACL 2025
The Power of Simplicity in LLM-Based Event Forecasting ACL 2025
Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025
HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025
The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models ACL 2025
Ad-hoc Concept Forming in the Game Codenames as a Means for Evaluating Large Language Models ACL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025
The Art of Tool Interface Design ACL 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025