81 citations · 282 across the 20 of their papers we have counts for
22 papers
Temporal Validity Change Prediction
Georg Wenzel, Adam Jatowt
Temporal validity is an important property of text that is useful for many downstream applications, such as recommender systems, conversational AI, or story understanding. Existing…
Measuring Variety, Balance, and Disparity: An Analysis of Media Coverage of the 2021 German Federal Election
Michael Färber, Jannik Schwade, Adam Jatowt
Determining and measuring diversity in news articles is important for a number of reasons, including preventing filter bubbles and fueling public discourse, especially before elect…
An Overview Of Temporal Commonsense Reasoning and Acquisition
Georg Wenzel, Adam Jatowt
Temporal commonsense reasoning refers to the ability to understand the typical temporal context of phrases, actions, and events, and use it to reason over problems requiring such k…
Generator-Retriever-Generator Approach for Open-Domain Question Answering
Abdelrahman Abdallah, Adam Jatowt
Open-domain question answering (QA) tasks usually require the retrieval of relevant information from a large corpus to generate accurate answers. We propose a novel approach called…
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections
Nicolas Gutehrlé, Antoine Doucet, Adam Jatowt
Archive collections are nowadays mostly available through search engines interfaces, which allow a user to retrieve documents by issuing queries. The study of these collections may…
A Survey on Medical Document Summarization
Raghav Jain, Anubhav Jangra, Sriparna Saha +1
The internet has had a dramatic effect on the healthcare industry, allowing documents to be saved, shared, and managed digitally. This has made it easier to locate and share import…
Predicting Companies' ESG Ratings from News Articles Using Multivariate Timeseries Analysis
Tanja Aue, Adam Jatowt, Michael Färber
Environmental, social and governance (ESG) engagement of companies moved into the focus of public attention over recent years. With the requirements of compulsory reporting being i…
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information
Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa +1
Time is an important aspect of documents and is used in a range of NLP and IR tasks. In this work, we investigate methods for incorporating temporal information during pre-training…
Multi-hop Question Answering
Vaibhav Mavi, Anubhav Jangra, Adam Jatowt
The task of Question Answering (QA) has attracted significant research interest for long. Its relevance to language understanding and knowledge retrieval tasks, along with the simp…
Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis
Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt
The amount of scholarly data has been increasing dramatically over the last years. For newcomers to a particular science domain (e.g., IR, physics, NLP) it is often difficult to sp…
A Survey on Multi-modal Summarization
Anubhav Jangra, Sourajit Mukherjee, Adam Jatowt +2
The new era of technology has brought us to the point where it is convenient for people to share their opinions over an abundance of platforms. These platforms have a provision for…
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections
Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa
In the last few years, open-domain question answering (ODQA) has advanced rapidly due to the development of deep learning techniques and the availability of large-scale QA datasets…
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation
Changzhen Ji, Yating Zhang, Xiaozhong Liu +4
Conversation generation as a challenging task in Natural Language Generation (NLG) has been increasingly attracting attention over the last years. A number of recent works adopted…
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs
Yao Zhang, Peiyao Li, Hongru Liang +2
In the question answering(QA) task, multi-hop reasoning framework has been extensively studied in recent years to perform more efficient and interpretable answer reasoning on the K…
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction
Yao Zhang, Xu Zhang, Jun Wang +5
Developing link prediction models to automatically complete knowledge graphs has recently been the focus of significant research interest. The current methods for the link predicti…
GMH: A General Multi-hop Reasoning Model for KG Completion
Yao Zhang, Hongru Liang, Adam Jatowt +4
Knowledge graphs are essential for numerous downstream natural language processing applications, but are typically incomplete with many facts missing. This results in research effo…
Multi-Modal Summary Generation using Multi-Objective Optimization
Anubhav Jangra, Sriparna Saha, Adam Jatowt +1
Significant development of communication technology over the past few years has motivated research in multi-modal summarization techniques. A majority of the previous works on mult…
ECIR 2020 Workshops: Assessing the Impact of Going Online
Sérgio Nunes, Suzanne Little, Sumit Bhatia +11
ECIR 2020 https://ecir2020.org/ was one of the many conferences affected by the COVID-19 pandemic. The Conference Chairs decided to keep the initially planned dates (April 14-17, 2…
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks
Ali Balali, Masoud Asadpour, Ricardo Campos +1
Event extraction (EE) is one of the core information extraction tasks, whose purpose is to automatically identify and extract information about incidents and their actors from text…
Citation Recommendation: Approaches and Datasets
Michael Färber, Adam Jatowt
Citation recommendation describes the task of recommending citations for a given text. Due to the overload of published scientific works in recent years on the one hand, and the ne…
Survey of Computational Approaches to Lexical Semantic Change
Nina Tahmasebi, Lars Borin, Adam Jatowt
Our languages are in constant flux driven by external factors such as cultural, societal and technological changes, as well as by only partially understood internal motivations. Wo…
Towards Understanding the Evolution of the WWW Conference
Pavel Savov, Adam Jatowt, Radoslaw Nielek
The World Wide Web conference is a well-established and mature venue with an already long history. Over the years it has been attracting papers reporting many important research ac…