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Reasoning

2595 directly classified papers

Papers per year

Papers

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024

Visual Abstract Reasoning in Computational Imagery AAAI 2024

Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL 2024

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024

FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain SEMEVAL 2024

End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024

Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024

Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024

Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024

SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024

MAmmoTH2: Scaling Instructions from the Web NIPS 2024

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ACL 2024

Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024

Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024

Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024

Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024

ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024

Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024

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