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Reasoning

2595 directly classified papers

Papers per year

Papers

Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023
SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023
How Well Do Large Language Models Perform on Faux Pas Tests? ACL 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Compositional Mathematical Encoding for Math Word Problems ACL 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables ACL 2023
World Models for Math Story Problems ACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023
Mind the Gap: Automated Corpus Creation for Enthymeme Detection and Reconstruction in Learner Arguments EMNLP 2023
Constraint Optimization over Semirings AAAI 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ACL 2023
The Expressive Power of Ad-Hoc Constraints for Modelling CSPs AAAI 2023
OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking ACL 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023
Logic and Commonsense-Guided Temporal Knowledge Graph Completion AAAI 2023
Learning Program Synthesis for Integer Sequences from Scratch AAAI 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding ACL 2023
A Data Source for Reasoning Embodied Agents AAAI 2023
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023
Rich Event Modeling for Script Event Prediction AAAI 2023
SETI: Systematicity Evaluation of Textual Inference ACL 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ACL 2023