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Reasoning

2595 directly classified papers

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Papers

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024

Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024

Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024

VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024

CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024

VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024

Bridging Numerical Reasoning and Headline Generation for Enhanced Language Models NAACL 2024

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step ACL 2024

BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers NAACL 2024

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024

MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024

iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers SEMEVAL 2024

Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs NIPS 2024

Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024

MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024

Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024

Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024