REALTIME QA: what's the answer right now?
We introduce RealTime QA, a dynamic question answering (QA) platform that announces
questions and evaluates systems on a regular basis (weekly in this version). RealTime QA …
questions and evaluates systems on a regular basis (weekly in this version). RealTime QA …
A proposed conceptual framework for a representational approach to information retrieval
J Lin - ACM SIGIR Forum, 2022 - dl.acm.org
This paper outlines a conceptual framework for understanding recent developments in
information retrieval and natural language processing that attempts to integrate dense and …
information retrieval and natural language processing that attempts to integrate dense and …
The mela bitchute dataset
In this paper we present a near-complete dataset of over 3M videos from 61K channels over
2.5 years (June 2019 to December 2021) from the social video hosting platform BitChute, a …
2.5 years (June 2019 to December 2021) from the social video hosting platform BitChute, a …
Enhancing crisis-related tweet classification with entity-masked language modeling and multi-task learning
P Seeberger, K Riedhammer - arXiv preprint arXiv:2211.11468, 2022 - arxiv.org
Social media has become an important information source for crisis management and
provides quick access to ongoing developments and critical information. However …
provides quick access to ongoing developments and critical information. However …
Combining deep neural reranking and unsupervised extraction for multi-query focused summarization
P Seeberger, K Riedhammer - arXiv preprint arXiv:2302.01148, 2023 - arxiv.org
The CrisisFACTS Track aims to tackle challenges such as multi-stream fact-finding in the
domain of event tracking; participants' systems extract important facts from several disaster …
domain of event tracking; participants' systems extract important facts from several disaster …
ModelOps for enhanced decision-making and governance in emergency control rooms
For mission critical (MC) applications such as bushfire emergency management systems
(EMS), understanding the current situation as a disaster unfolds is critical to saving lives …
(EMS), understanding the current situation as a disaster unfolds is critical to saving lives …
Multi-Query Focused Disaster Summarization via Instruction-Based Prompting
P Seeberger, K Riedhammer - arXiv preprint arXiv:2402.09008, 2024 - arxiv.org
Automatic summarization of mass-emergency events plays a critical role in disaster
management. The second edition of CrisisFACTS aims to advance disaster summarization …
management. The second edition of CrisisFACTS aims to advance disaster summarization …
[PDF][PDF] Incident Streams 2021 Off the Deep End: Deeper Annotations and Evaluations in Twitter.
This paper summarizes the final year of the four-year Text REtrieval Conference Incident
Streams track (TREC-IS), which has produced a large dataset comprising 136,263 …
Streams track (TREC-IS), which has produced a large dataset comprising 136,263 …
Adapting Transformers for Detecting Emergency Events on Social Media
Detecting emergency events on social media could facilitate disaster monitoring by
categorizing and prioritizing tweets in catastrophic situations to assist emergency service …
categorizing and prioritizing tweets in catastrophic situations to assist emergency service …
Information Type Classification with Contrastive Task-Specialized Sentence Encoders
User-generated information content has become an important information source in crisis
situations. However, classification models suffer from noise and event-related biases which …
situations. However, classification models suffer from noise and event-related biases which …