Filip Ilievski

research

∙ 08/28/2023

FIRE: Food Image to REcipe generation

Food computing has emerged as a prominent multidisciplinary field of res...

0 Prateek Chhikara, et al. ∙

research

∙ 06/27/2023

Identifying and Consolidating Knowledge Engineering Requirements

Knowledge engineering is the process of creating and maintaining knowled...

0 Bradley P. Allen, et al. ∙

research

∙ 06/05/2023

A Study of Situational Reasoning for Traffic Understanding

Intelligent Traffic Monitoring (ITMo) technologies hold the potential fo...

0 Jiarui Zhang, et al. ∙

research

∙ 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...

0 Jiarui Zhang, et al. ∙

research

∙ 05/08/2023

Knowledge-enhanced Agents for Interactive Text Games

Communication via natural language is a crucial aspect of intelligence, ...

0 Prateek Chhikara, et al. ∙

research

∙ 04/26/2023

Transferring Procedural Knowledge across Commonsense Tasks

Stories about everyday situations are an essential part of human communi...

0 Yifan Jiang, et al. ∙

research

∙ 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...

0 Zhivar Sourati, et al. ∙

research

∙ 12/12/2022

Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments

The spread of misinformation, propaganda, and flawed argumentation has b...

0 Zhivar Sourati, et al. ∙

research

∙ 12/11/2022

A Study of Slang Representation Methods

Warning: this paper contains content that may be offensive or upsetting....

0 Aravinda Kolla, et al. ∙

research

∙ 12/11/2022

Multimodal and Explainable Internet Meme Classification

Warning: this paper contains content that may be offensive or upsetting....

0 Abhinav Kumar Thakur, et al. ∙

research

∙ 12/04/2022

Utilizing Background Knowledge for Robust Reasoning over Traffic Situations

Understanding novel situations in the traffic domain requires an intrica...

0 Jiarui Zhang, et al. ∙

research

∙ 11/03/2022

PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales

Neural language models (LMs) have achieved impressive results on various...

0 Peifeng Wang, et al. ∙

research

∙ 10/02/2022

Does Wikidata Support Analogical Reasoning?

Analogical reasoning methods have been built over various resources, inc...

0 Filip Ilievski, et al. ∙

research

∙ 08/26/2022

Coalescing Global and Local Information for Procedural Text Understanding

Procedural text understanding is a challenging language reasoning task t...

0 Kaixin Ma, et al. ∙

research

∙ 07/01/2022

Enriching Wikidata with Linked Open Data

Large public knowledge graphs, like Wikidata, contain billions of statem...

0 Bohui Zhang, et al. ∙

research

∙ 06/14/2022

Understanding Narratives through Dimensions of Analogy

Analogical reasoning is a powerful qualitative reasoning tool that enabl...

0 Thiloshon Nagarajah, et al. ∙

research

∙ 05/21/2022

An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs

Self-supervision based on the information extracted from large knowledge...

0 Jiarui Zhang, et al. ∙

research

∙ 03/26/2022

Augmenting Knowledge Graphs for Better Link Prediction

Embedding methods have demonstrated robust performance on the task of li...

0 Jiang Wang, et al. ∙

research

∙ 01/17/2022

Generalizable Neuro-symbolic Systems for Commonsense Question Answering

This chapter illustrates how suitable neuro-symbolic models for language...

0 Alessandro Oltramari, et al. ∙

research

∙ 12/12/2021

Contextualized Scene Imagination for Generative Commonsense Reasoning

Humans use natural language to compose common concepts from their enviro...

1 Peifeng Wang, et al. ∙

research

∙ 09/07/2021

Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models

Commonsense reasoning benchmarks have been largely solved by fine-tuning...

5 Kaixin Ma, et al. ∙

research

∙ 08/11/2021

User-friendly Comparison of Similarity Algorithms on Wikidata

While the similarity between two concept words has been evaluated and st...

26 Filip Ilievski, et al. ∙

research

∙ 07/01/2021

A Study of the Quality of Wikidata

Wikidata has been increasingly adopted by many communities for a wide va...

71 Kartik Shenoy, et al. ∙

research

∙ 06/22/2021

Do Language Models Perform Generalizable Commonsense Inference?

Inspired by evidence that pretrained language models (LMs) encode common...

16 Peifeng Wang, et al. ∙

research

∙ 04/18/2021

CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge

The task of identifying and reasoning with circumstantial preconditions ...

16 Ehsan Qasemi, et al. ∙

research

∙ 03/24/2021

Representing Numbers in NLP: a Survey and a Vision

NLP systems rarely give special consideration to numbers found in text. ...

20 Avijit Thawani, et al. ∙

research

∙ 01/12/2021

Dimensions of Commonsense Knowledge

Commonsense knowledge is essential for many AI applications, including t...

14 Filip Ilievski, et al. ∙

research

∙ 12/21/2020

CSKG: The CommonSense Knowledge Graph

Sources of commonsense knowledge aim to support applications in natural ...

13 Filip Ilievski, et al. ∙

research

∙ 11/07/2020

Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering

Recent developments in pre-trained neural language modeling have led to ...

9 Kaixin Ma, et al. ∙

research

∙ 08/18/2020

Commonsense Knowledge in Wikidata

Wikidata and Wikipedia have been proven useful for reason-ing in natural...

0 Filip Ilievski, et al. ∙

research

∙ 06/10/2020

Consolidating Commonsense Knowledge

Commonsense reasoning is an important aspect of building robust AI syste...

0 Filip Ilievski, et al. ∙

research

∙ 05/29/2020

KGTK: A Toolkit for Large Knowledge Graph Manipulation and Analysis

Knowledge graphs (KGs) have become the preferred technology for represen...

21 Filip Ilievski, et al. ∙

research

∙ 10/01/2018

The Profiling Machine: Active Generalization over Knowledge

The human mind is a powerful multifunctional knowledge storage and manag...

0 Filip Ilievski, et al. ∙

Filip Ilievski

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