81 citations · 282 across the 20 of their papers we have counts for
11 papers · 1 filter
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…
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Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections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…
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…
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…
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…