commonsense reasoning

Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022 Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022 Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022 Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022 Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models AAAI 2022 ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 2022 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022 Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents ACL 2022 Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ACL 2022 Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation EMNLP 2022 ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022 Toward Building a Language Model for Understanding Temporal Commonsense AACL 2022 TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022 Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022 Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022 VECA: A New Benchmark and Toolkit for General Cognitive Development AAAI 2022 What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge ACL 2022 Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022 WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NeurIPS 2022 Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022 A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021 Abstract Argumentation Frameworks with Domain Assignments IJCAI 2021