Browse > Natural Language Processing > Entity Linking

Entity Linking

48 papers with code ยท Natural Language Processing

Leaderboards

Latest papers without code

RuBQ: A Russian Dataset for Question Answering over Wikidata

21 May 2020

The paper presents RuBQ, the first Russian knowledge base question answering (KBQA) dataset.

ENTITY LINKING KNOWLEDGE BASE QUESTION ANSWERING

Neural Entity Linking on Technical Service Tickets

15 May 2020

Entity linking, the task of mapping textual mentions to known entities, has recently been tackled using contextualized neural networks.

ENTITY LINKING TRANSFER LEARNING

FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph

4 May 2020

While most of the knowledge bases already support the English language, there is only one knowledge base for the Persian language, known as FarsBase, which is automatically created via semi-structured web information.

ENTITY LINKING KNOWLEDGE BASE POPULATION RELATION EXTRACTION

Soft Gazetteers for Low-Resource Named Entity Recognition

4 May 2020

However, designing such features for low-resource languages is challenging, because exhaustive entity gazetteers do not exist in these languages.

CROSS-LINGUAL ENTITY LINKING ENTITY LINKING LOW RESOURCE NAMED ENTITY RECOGNITION NAMED ENTITY RECOGNITION

Understanding Scanned Receipts

4 May 2020

Tasking machines with understanding receipts can have important applications such as enabling detailed analytics on purchases, enforcing expense policies, and inferring patterns of purchase behavior on large collections of receipts.

ENTITY LINKING INFORMATION RETRIEVAL

Design Challenges for Low-resource Cross-lingual Entity Linking

2 May 2020

They perform better on Wikipedia text than on real-world text such as news or twitter.

CROSS-LINGUAL ENTITY LINKING ENTITY LINKING

Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction

LREC 2020

Information extraction from unstructured texts plays a vital role in the field of natural language processing.

COREFERENCE RESOLUTION ENTITY LINKING RELATION EXTRACTION

When Shallow is Good Enough: Automatic Assessment of Conceptual Text Complexity using Shallow Semantic Features

LREC 2020

We find that the shallow features achieve state-of-the-art results on both tasks, significantly outperforming performances of the deep semantic features on the five-level classification task.

ENTITY LINKING

Headword-Oriented Entity Linking: A Special Entity Linking Task with Dataset and Baseline

LREC 2020

In this paper, we design headword-oriented entity linking (HEL), a specialized entity linking problem in which only the headwords of the entities are to be linked to knowledge bases; mention scopes of the entities do not need to be identified in the problem setting.

ENTITY LINKING TRANSFER LEARNING

Handling Entity Normalization with no Annotated Corpus: Weakly Supervised Methods Based on Distributional Representation and Ontological Information

LREC 2020

We propose a new approach to address the scarcity of training data that extends the CONTES method by corpus selection, pre-processing and weak supervision strategies, which can yield high-performance results without any manually annotated examples.

ENTITY LINKING