Information retrieval: recent advances and beyond

KA Hambarde, H Proenca - IEEE Access, 2023 - ieeexplore.ieee.org
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 …

Task-aware retrieval with instructions

A Asai, T Schick, P Lewis, X Chen, G Izacard… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

The information retrieval experiment platform

M Fröbe, JH Reimer, S MacAvaney, N Deckers… - Proceedings of the 46th …, 2023 - dl.acm.org
We integrate irdatasets, ir_measures, and PyTerrier with TIRA in the Information Retrieval
Experiment Platform (TIREx) to promote more standardized, reproducible, scalable, and …

Viewpoint diversity in search results

T Draws, N Roy, O Inel, A Rieger, R Hada… - … on Information Retrieval, 2023 - Springer
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 …

Overview of touché 2022: argument retrieval

A Bondarenko, M Fröbe, J Kiesel, S Syed… - … Conference of the Cross …, 2022 - Springer
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 …

Argumentation models and their use in corpus annotation: Practice, prospects, and challenges

HL Cardoso, R Sousa-Silva, P Carvalho… - Natural Language …, 2023 - cambridge.org
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 …

Systematic evaluation of neural retrieval models on the touché 2020 argument retrieval subset of BEIR

N Thakur, L Bonifacio, M Fröbe, A Bondarenko… - Proceedings of the 47th …, 2024 - dl.acm.org
The zero-shot effectiveness of neural retrieval models is often evaluated on the BEIR
benchmark---a combination of different IR evaluation datasets. Interestingly, previous …

SpaDE: Improving sparse representations using a dual document encoder for first-stage retrieval

E Choi, S Lee, M Choi, H Ko, YI Song… - Proceedings of the 31st …, 2022 - dl.acm.org
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 …

Overview of Touché 2023: Argument and causal retrieval

A Bondarenko, M Fröbe, J Kiesel, F Schlatt… - … Conference of the Cross …, 2023 - Springer
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 …

RuArg-2022: Argument mining evaluation

E Kotelnikov, N Loukachevitch, I Nikishina… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …