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Papers
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge
EMNLP 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks
EACL 2021
Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models
EMNLP 2021
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation
AAAI 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference
EMNLP 2021
It’s Commonsense, isn’t it? Demystifying Human Evaluations in Commonsense-Enhanced NLG Systems
EACL 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning
AAAI 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
ACL 2021
Learning to Learn to be Right for the Right Reasons
NAACL 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction
NAACL 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning
EMNLP 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases
EMNLP 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors
ACL 2021
OTTers: One-turn Topic Transitions for Open-Domain Dialogue
ACL 2021
Pre-training Text-to-Text Transformers for Concept-centric Common Sense
ICLR 2021
Probing Across Time: What Does RoBERTa Know and When?
EMNLP 2021
Probing Commonsense Explanation in Dialogue Response Generation
EMNLP 2021
Probing Pre-trained Language Models for Semantic Attributes and their Values
EMNLP 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
NAACL 2021
Reconstructing Implicit Knowledge with Language Models
NAACL 2021
Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering
CoNLL 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement
AAAI 2021
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
EMNLP 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
NeurIPS 2021
Scalar Adjective Identification and Multilingual Ranking
NAACL 2021