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Reasoning

2595 directly classified papers

Papers per year

Papers

End-to-End Chinese Speaker Identification NAACL 2022
Event Schema Induction with Double Graph Autoencoders NAACL 2022
Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents ACL 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022
Event Transition Planning for Open-ended Text Generation ACL 2022
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022
Document-Level Event Argument Extraction via Optimal Transport ACL 2022
Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ACL 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022
Learning to Mediate Disparities Towards Pragmatic Communication ACL 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ACL 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022
Narrative Why-Question Answering: A Review of Challenges and Datasets EMNLP 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation CVPR 2022
Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022