Information retrieval: recent advances and beyond
This paper provides an extensive and thorough overview of the models and techniques
utilized in the first and second stages of the typical information retrieval processing chain …
utilized in the first and second stages of the typical information retrieval processing chain …
Task-aware retrieval with instructions
We study the problem of retrieval with instructions, where users of a retrieval system
explicitly describe their intent along with their queries. We aim to develop a general-purpose …
explicitly describe their intent along with their queries. We aim to develop a general-purpose …
The information retrieval experiment platform
We integrate irdatasets, ir_measures, and PyTerrier with TIRA in the Information Retrieval
Experiment Platform (TIREx) to promote more standardized, reproducible, scalable, and …
Experiment Platform (TIREx) to promote more standardized, reproducible, scalable, and …
Viewpoint diversity in search results
Adverse phenomena such as the search engine manipulation effect (SEME), where web
search users change their attitude on a topic following whatever most highly-ranked search …
search users change their attitude on a topic following whatever most highly-ranked search …
Overview of touché 2022: argument retrieval
This paper is a condensed report on the third year of the Touché lab on argument retrieval
held at CLEF 2022. With the goal to foster and support the development of technologies for …
held at CLEF 2022. With the goal to foster and support the development of technologies for …
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges
The study of argumentation is transversal to several research domains, from philosophy to
linguistics, from the law to computer science and artificial intelligence. In discourse analysis …
linguistics, from the law to computer science and artificial intelligence. In discourse analysis …
Systematic evaluation of neural retrieval models on the touché 2020 argument retrieval subset of BEIR
The zero-shot effectiveness of neural retrieval models is often evaluated on the BEIR
benchmark---a combination of different IR evaluation datasets. Interestingly, previous …
benchmark---a combination of different IR evaluation datasets. Interestingly, previous …
SpaDE: Improving sparse representations using a dual document encoder for first-stage retrieval
Sparse document representations have been widely used to retrieve relevant documents via
exact lexical matching. Owing to the pre-computed inverted index, it supports fast ad-hoc …
exact lexical matching. Owing to the pre-computed inverted index, it supports fast ad-hoc …
Overview of Touché 2023: Argument and causal retrieval
This paper is a condensed overview of Touché: the fourth edition of the lab on argument and
causal retrieval that was held at CLEF 2023. With the goal to create a collaborative platform …
causal retrieval that was held at CLEF 2023. With the goal to create a collaborative platform …
RuArg-2022: Argument mining evaluation
Argumentation analysis is a field of computational linguistics that studies methods for
extracting arguments from texts and the relationships between them, as well as building …
extracting arguments from texts and the relationships between them, as well as building …