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08/28/2023
FIRE: Food Image to REcipe generation
Food computing has emerged as a prominent multidisciplinary field of res...
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06/27/2023
Identifying and Consolidating Knowledge Engineering Requirements
Knowledge engineering is the process of creating and maintaining knowled...
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06/05/2023
A Study of Situational Reasoning for Traffic Understanding
Intelligent Traffic Monitoring (ITMo) technologies hold the potential fo...
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05/31/2023
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models
Visual Question Answering is a challenging task, as it requires seamless...
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05/08/2023
Knowledge-enhanced Agents for Interactive Text Games
Communication via natural language is a crucial aspect of intelligence, ...
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04/26/2023
Transferring Procedural Knowledge across Commonsense Tasks
Stories about everyday situations are an essential part of human communi...
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01/27/2023
Case-Based Reasoning with Language Models for Classification of Logical Fallacies
The ease and the speed of spreading misinformation and propaganda on the...
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12/12/2022
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments
The spread of misinformation, propaganda, and flawed argumentation has b...
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12/11/2022
A Study of Slang Representation Methods
Warning: this paper contains content that may be offensive or upsetting....
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12/11/2022
Multimodal and Explainable Internet Meme Classification
Warning: this paper contains content that may be offensive or upsetting....
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12/04/2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations
Understanding novel situations in the traffic domain requires an intrica...
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11/03/2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
Neural language models (LMs) have achieved impressive results on various...
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10/02/2022
Does Wikidata Support Analogical Reasoning?
Analogical reasoning methods have been built over various resources, inc...
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08/26/2022
Coalescing Global and Local Information for Procedural Text Understanding
Procedural text understanding is a challenging language reasoning task t...
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07/01/2022
Enriching Wikidata with Linked Open Data
Large public knowledge graphs, like Wikidata, contain billions of statem...
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06/14/2022
Understanding Narratives through Dimensions of Analogy
Analogical reasoning is a powerful qualitative reasoning tool that enabl...
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05/21/2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs
Self-supervision based on the information extracted from large knowledge...
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03/26/2022
Augmenting Knowledge Graphs for Better Link Prediction
Embedding methods have demonstrated robust performance on the task of li...
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01/17/2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering
This chapter illustrates how suitable neuro-symbolic models for language...
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12/12/2021
Contextualized Scene Imagination for Generative Commonsense Reasoning
Humans use natural language to compose common concepts from their enviro...
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09/07/2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models
Commonsense reasoning benchmarks have been largely solved by fine-tuning...
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08/11/2021
User-friendly Comparison of Similarity Algorithms on Wikidata
While the similarity between two concept words has been evaluated and st...
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07/01/2021
A Study of the Quality of Wikidata
Wikidata has been increasingly adopted by many communities for a wide va...
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06/22/2021
Do Language Models Perform Generalizable Commonsense Inference?
Inspired by evidence that pretrained language models (LMs) encode common...
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04/18/2021
CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge
The task of identifying and reasoning with circumstantial preconditions ...
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03/24/2021
Representing Numbers in NLP: a Survey and a Vision
NLP systems rarely give special consideration to numbers found in text. ...
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01/12/2021
Dimensions of Commonsense Knowledge
Commonsense knowledge is essential for many AI applications, including t...
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12/21/2020
CSKG: The CommonSense Knowledge Graph
Sources of commonsense knowledge aim to support applications in natural ...
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11/07/2020
Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering
Recent developments in pre-trained neural language modeling have led to ...
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08/18/2020
Commonsense Knowledge in Wikidata
Wikidata and Wikipedia have been proven useful for reason-ing in natural...
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06/10/2020
Consolidating Commonsense Knowledge
Commonsense reasoning is an important aspect of building robust AI syste...
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05/29/2020
KGTK: A Toolkit for Large Knowledge Graph Manipulation and Analysis
Knowledge graphs (KGs) have become the preferred technology for represen...
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10/01/2018