BERT-ER: query-specific BERT entity representations for entity ranking

S Chatterjee, L Dietz - Proceedings of the 45th International ACM SIGIR …, 2022 - dl.acm.org
Entity-oriented search systems often learn vector representations of entities via the
introductory paragraph from the Wikipedia page of the entity. As such representations are …

Fielded sequential dependence model for ad-hoc entity retrieval in the web of data

N Zhiltsov, A Kotov, F Nikolaev - … of the 38th International ACM SIGIR …, 2015 - dl.acm.org
Previously proposed approaches to ad-hoc entity retrieval in the Web of Data (ERWD) used
multi-fielded representation of entities and relied on standard unigram bag-of-words retrieval …

Robust question answering over the web of linked data

M Yahya, K Berberich, S Elbassuoni… - Proceedings of the 22nd …, 2013 - dl.acm.org
Knowledge bases and the Web of Linked Data have become important assets for search,
recommendation, and analytics. Natural-language questions are a user-friendly mode of …

A review of graph-based models for entity-oriented search

J Devezas, S Nunes - SN Computer Science, 2021 - Springer
Entity-oriented search tasks heavily rely on exploiting unstructured and structured
collections. Moreover, it is frequent for text corpora and knowledge bases to provide …

Ranking entities for web queries through text and knowledge

M Schuhmacher, L Dietz… - Proceedings of the 24th …, 2015 - dl.acm.org
When humans explain complex topics, they naturally talk about involved entities, such as
people, locations, or events. In this paper, we aim at automating this process by retrieving …

Parameterized fielded term dependence models for ad-hoc entity retrieval from knowledge graph

F Nikolaev, A Kotov, N Zhiltsov - … of the 39th International ACM SIGIR …, 2016 - dl.acm.org
Accurate projection of terms in free-text queries onto structured entity representations is one
of the fundamental problems in entity retrieval from knowledge graphs. In this paper, we …

Beyond single items: Exploring user preferences in item sets with the conversational playlist curation dataset

AT Chaganty, M Leszczynski, S Zhang… - Proceedings of the 46th …, 2023 - dl.acm.org
Users in consumption domains, like music, are often able to more efficiently provide
preferences over a set of items (eg a playlist or radio) than over single items (eg songs) …

Example based entity search in the web of data

M Bron, K Balog, M De Rijke - European Conference on Information …, 2013 - Springer
The scale of today's Web of Data motivates the use of keyword search-based approaches to
entity-oriented search tasks in addition to traditional structure-based approaches, which …

Joint word and entity embeddings for entity retrieval from a knowledge graph

F Nikolaev, A Kotov - Advances in Information Retrieval: 42nd European …, 2020 - Springer
Recent years have witnessed the emergence of novel models for ad-hoc entity search in
knowledge graphs of varying complexity. Since these models are based on direct term …

On community detection in real-world networks and the importance of degree assortativity

M Ciglan, M Laclavík, K Nørvåg - Proceedings of the 19th ACM SIGKDD …, 2013 - dl.acm.org
Graph clustering, often addressed as community detection, is a prominent task in the domain
of graph data mining with dozens of algorithms proposed in recent years. In this paper, we …