Compositional Phrase Alignment and Beyond

no code implementations • EMNLP 2020 • Yuki Arase, Jun{'}ichi Tsujii

Most phrase alignments are compositional processes such that an alignment of a phrase pair is constructed based on the alignments of their child phrases.

Natural Language Inference Sentence

Distributed Document and Phrase Co-embeddings for Descriptive Clustering

no code implementations • EACL 2017 • Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Y. Goulermas, Jun{'}ichi Tsujii, Sophia Ananiadou

Descriptive document clustering aims to automatically discover groups of semantically related documents and to assign a meaningful label to characterise the content of each cluster.

Clustering Descriptive +2

A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings

no code implementations • ACL 2016 • Weihua Hu, Jun{'}ichi Tsujii

Topic Models Word Embeddings

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora

no code implementations • EMNLP 2014 • Georgios Kontonatsios, Ioannis Korkontzelos, Jun{'}ichi Tsujii, Sophia Ananiadou

Information Retrieval Machine Translation

Common Space Embedding of Primal-Dual Relation Semantic Spaces

no code implementations • COLING 2014 • Hidekazu Oiwa, Jun{'}ichi Tsujii

Relation Sentiment Analysis

Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora

no code implementations • EACL 2014 • Georgios Kontonatsios, Ioannis Korkontzelos, Jun{'}ichi Tsujii, Sophia Ananiadou

Information Retrieval Machine Translation

Using a Random Forest Classifier to recognise translations of biomedical terms across languages

no code implementations • WS 2013 • Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou, Jun{'}ichi Tsujii

Information Retrieval Machine Translation +1

Overview of the Pathway Curation (PC) task of BioNLP Shared Task 2013

no code implementations • WS 2013 • Tomoko Ohta, Sampo Pyysalo, Rafal Rak, Andrew Rowley, Hong-Woo Chun, Sung-Jae Jung, Sung-Pil Choi, Sophia Ananiadou, Jun{'}ichi Tsujii

Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese

no code implementations • ACL 2012 • Jun Hatori, Takuya Matsuzaki, Yusuke Miyao, Jun{'}ichi Tsujii

Dependency Parsing POS +1

Open-domain Anatomical Entity Mention Detection

no code implementations • WS 2012 • Tomoko Ohta, Sampo Pyysalo, Jun{'}ichi Tsujii, Sophia Ananiadou

Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far

no code implementations • WS 2012 • Pontus Stenetorp, Sampo Pyysalo, Tomoko Ohta, Sophia Ananiadou, Jun{'}ichi Tsujii

Information Retrieval Negation

Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation

no code implementations • ACL 2012 • Xianchao Wu, Takuya Matsuzaki, Jun{'}ichi Tsujii

Language Modelling Machine Translation +1

Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries

no code implementations • LREC 2012 • Xinkai Wang, Paul Thompson, Jun{'}ichi Tsujii, Sophia Ananiadou

All experiments compare the use of two different retrieval models, i. e. Okapi BM25 and a query likelihood language model.

Cross-Lingual Information Retrieval Document Translation +2

brat: a Web-based Tool for NLP-Assisted Text Annotation

no code implementations • EACL 2012 • Pontus Stenetorp, Sampo Pyysalo, Goran Topi{\'c}, Tomoko Ohta, Sophia Ananiadou, Jun{'}ichi Tsujii

Named Entity Recognition (NER) text annotation

Coordination Structure Analysis using Dual Decomposition

no code implementations • EACL 2012 • Atsushi Hanamoto, Takuya Matsuzaki, Jun{'}ichi Tsujii