Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language

1 code implementation • ACL 2019 • Grzegorz Chrupa{\l}a

A widespread approach to processing spoken language is to first automatically transcribe it into text.

Image Retrieval Inductive Bias +1

Simple Queries as Distant Labels for Predicting Gender on Twitter

no code implementations • WS 2017 • Chris Emmery, Grzegorz Chrupa{\l}a, Walter Daelemans

The majority of research on extracting missing user attributes from social media profiles use costly hand-annotated labels for supervised learning.

Gender Classification General Classification

Multimodal Semantic Learning from Child-Directed Input

no code implementations • NAACL 2016 • Angeliki Lazaridou, Grzegorz Chrupa{\l}a, Raquel Fern{\'a}ndez, Marco Baroni

Word Embeddings

Predicting the quality of questions on Stackoverflow

no code implementations • RANLP 2015 • Antoaneta Baltadzhieva, Grzegorz Chrupa{\l}a

Community Question Answering

Lingusitic Analysis of Multi-Modal Recurrent Neural Networks

no code implementations • WS 2015 • {\'A}kos K{\'a}d{\'a}r, Grzegorz Chrupa{\l}a, Afra Alishahi

Sentiment Analysis

DCU-UVT: Word-Level Language Classification with Code-Mixed Data

no code implementations • WS 2014 • Utsab Barman, Joachim Wagner, Grzegorz Chrupa{\l}a, Jennifer Foster

Classification General Classification +1

Normalizing tweets with edit scripts and recurrent neural embeddings

no code implementations • ACL 2014 • Grzegorz Chrupa{\l}a

Boundary Detection Language Modelling +1

Semantic approaches to software component retrieval with English queries

no code implementations • LREC 2014 • Huijing Deng, Grzegorz Chrupa{\l}a

Automatically learned associations between words in descriptions and items in signatures allows us to use queries formulated in English to retrieve methods which are not documented via natural language descriptions, only based on their signatures.

Code Search Language Modelling +2

RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population

no code implementations • EACL 2014 • Benjamin Roth, Tassilo Barth, Grzegorz Chrupa{\l}a, Martin Gropp, Dietrich Klakow

Knowledge Base Population Relation Extraction +1

Elephant: Sequence Labeling for Word and Sentence Segmentation

no code implementations • EMNLP 2013 • Kilian Evang, Valerio Basile, Grzegorz Chrupa{\l}a, Johan Bos

Boundary Detection Feature Engineering +2

Hierarchical clustering of word class distributions

no code implementations • WS 2012 • Grzegorz Chrupa{\l}a

Clustering Part-Of-Speech Tagging