University College London, Big Data Institute

Research output

Research output per year 2015 2016 2017 2021

• 24 Conference contribution
• 7 Article
• 4 Paper

Research output per year

Research output per year

Search results

• 2021

  Complex Query Answering with Neural Link Predictors

  Daza, D., Cochez, M., Arakelyan, E. & Minervini, P., 2021, In: ARXIV.

  Research output: Contribution to journal › Article

  Open Access

  • Complex Query 100%
  • Query Answering 100%
  • Training Data 100%
  • query answering 100%
  • Incomplete Knowledge 100%
• 2018

  Collaboratively Tracking Interests for User Clustering in Streams of Short Texts

  Liang, S., Yilmaz, E. & Kanoulas, E., 2018, IEEE Transactions on Knowledge and Data Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • User Clustering 100%
  • Topic Distribution 100%
  • Term Dependency 100%
  • Short Text Stream 75%
  • Long-range Dependence 75%
  10 Scopus citations

• Jack the Reader - A machine reading framework

  Weissenborn, D., Minervini, P., Dettmers, T., Augenstein, I., Johannes Welb, J., Rocktaeschel, T., Bosnjak, M. & Mitchell, J., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstration.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Ranking-based Method for News Stance Detection

  Zhang, Q., Yilmaz, E. & Liang, S., 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  18 Scopus citations
• 2017

  A Concept Language Model for Ad-Hoc Search.

  Zou, B., Lampos, V., Liang, S., Ren, Z., Yilmaz, E. & Cox, I., 2017, In: WWW '17 Companion Proceedings of the 26th International Conference on World Wide Web Companion. p. 885-886

  Research output: Contribution to journal › Article › peer-review

  • Ad-hoc Search 100%
  • Language Model 100%
  • Language Modeling 100%
  • Information Retrieval 25%
  • Benchmark Dataset 25%
  2 Scopus citations

• A Supervised Approach to Extractive Summarisation of Scientific Papers

  Collins, E., Augenstein, I. & Riedel, S., Jul 1 2017.

  Research output: Contribution to conference › Paper › peer-review

  • Automatic Summarization 100%
  • Scientific Paper 100%
  • Baseline Method 100%
  • Computer Science 100%
  • Extractive Summarization 100%
  21 Scopus citations

• Collaborative User Clustering for Short Text Streams.

  Liang, S., Ren, Z., Yilmaz, E. & Kanoulas, E., 2017, Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence. AAAI Conference

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial Intelligence 100%
  • Short Text Stream 100%
  • User Clustering 100%
  • Collaborative Users 100%
  • San Francisco 100%
  11 Scopus citations

• Geometric Representations of Random Hypergraphs

  Lunagomez, S., Jul 1 2017.

  Research output: Contribution to conference › Paper › peer-review

  • Hypergraph 100%
  • Random Hypergraphs 100%
  • Conditional Independence Model 100%
  • Graphical Models 100%
  • Geometric Representation 100%
  2 Scopus citations

• Inferring Dynamic User Interests in Streams of Short Texts for User Clustering

  Liang, S., Ren, Z., Zhao, Y., Ma, J., Yilmaz, E. & de Rijke, M., 2017, In: ACM Transactions on Information Systems. p. 1-37 10.

  Research output: Contribution to journal › Article › peer-review
  21 Scopus citations

• Multi-Task learning of keyphrase boundary classification

  Augenstein, I. & Sogaard, A., 2017, In: Association for Computational Linguistics.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Boundary Classification 100%
  • Multi-task Learning 100%
  • Expression 100%
  • Learning Disorder 100%
  • Tagging 100%
  20 Scopus citations

• Natural Language Processing for the Semantic Web

  Augenstein, I., Maynard, D. & Montcheva, K., Aug 1 2017.

  Research output: Contribution to conference › Paper › peer-review

  • Semantic Web 100%
  • Natural Language Processing 100%
  • Natural Language Processing Technology 75%
  • Semantic Technologies 50%
  • Semantic Search 50%
  11 Scopus citations

• Search costs vs. User satisfaction on mobile

  Verma, M. & Yilmaz, E., 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  1 Scopus citations

• Search Result Diversification in Short Text Streams

  Liang, S., Yilmaz, E., Shen, H., de Rijke, M. & Croft, W. B., 2017, In: ACM Transactions on Information Systems.

  Research output: Contribution to journal › Article › peer-review

  • Short Text Stream 100%
  • Search Result Diversification 100%
  • retrieval method 100%
  • Retrieval Methods 66%
  • Sampling Algorithm 50%
  17 Scopus citations

• SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

  Augenstein, I., Das, M., Riedel, S., Vikraman, L. & McCallum, A., 2017, In: ARXIV.

  Research output: Contribution to journal › Article › peer-review

  • SemEval 100%
  • Information Extraction 100%
  • Knowledge Base 100%
  • Scientific Understanding 100%
  • Scientific Document 100%

• Social collaborative viewpoint regression with explainable recommendations

  Ren, Z., Liang, S., Li, P., Wang, S. & De Rijke, M., 2017, Social collaborative viewpoint regression with explainable recommendations.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access
  72 Scopus citations

• Summarizing answers in non-factoid community question-answering

  Song, H., Ren, Z., Liang, S., Li, P., Ma, J. & De Rijke, M., 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  21 Scopus citations

• User behaviour and task characteristics: A field study of daily information behaviour

  He, J. & Yilmaz, E., 2017, CHIIR 2017 - Proceedings of the 2017 Conference Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations
• 2016

  A task-based perspective to information Retrieval

  Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Bayesian performance comparison of text classifiers

  Zhang, D., Wang, J., Yilmaz, E., Wang, X. & Zhou, Y., 2016, SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  4 Scopus citations

• Category oriented task extraction

  Verma, M. & Yilmaz, E., 2016, CHIIR 2016 - Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  3 Scopus citations

• Characterizing relevance on mobile and desktop

  Verma, M. & Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  6 Scopus citations

• Characterizing users' multi-tasking behavior in web search

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016, CHIIR 2016 - Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  9 Scopus citations

• Deconstructing complex search tasks: A Bayesian nonparametric approach for extracting sub-tasks

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016, Deconstructing complex search tasks: A Bayesian nonparametric approach for extracting sub-tasks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  11 Scopus citations

• Distantly supervised Web relation extraction for knowledge base population

  Augenstein, I., Maynard, D. & Ciravegna, F., Jan 1 2016, In: Semantic Web. 7, 4, p. 335-349 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Training Data 100%
  • Relation Extraction 100%
  • Knowledge Base Population 100%
  • Distant Supervision 100%
  • Distantly Supervised 100%
  18 Scopus citations

• Dynamic Clustering of Streaming Short Documents.

  Liang, S., Yilmaz, E. & Kanoulas, E., 2016, KDD '16 Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Short Documents 100%
  • Topic Distribution 100%
  • Dynamic Clustering 100%
  • Temporal Dynamic 100%
  • Latent Topics 66%
  53 Scopus citations

• Efficient Structured Learning for Personalized Diversification

  Liang, S., Cai, F., Ren, Z. & De Rijke, M., 2016, IEEE Transactions on Knowledge and Data Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations

• Explainable User Clustering in Short Text Streams.

  Zhao, Y., Liang, S., Ren, Z., Ma, J., Yilmaz, E. & de Rijke, M., 2016, SIGIR '16 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Short Text Stream 100%
  • User Clustering 100%
  • Experimental Result 100%
  • Social Media 100%
  • Sampling Algorithm 100%
  30 Scopus citations

• Numerically grounded language models for semantic error correction

  Spithourakis, G., Augenstein, I. & Riedel, S., 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  4 Scopus citations

• On obtaining effort based judgements for information retrieval

  Verma, M., Yilmaz, E. & Craswell, N., 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  14 Scopus citations

• Personalized re-ranking of tweets

  Zhao, Y., Liang, S. & Ma, J., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  1 Scopus citations

• Prefix-Adaptive and Time-Sensitive Personalized Query Auto Completion

  Cai, F., Liang, S. & De Rijke, M., 2016, IEEE Transactions on Knowledge and Data Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  18 Scopus citations

• Query log mining for inferring user tasks and needs

  Mehrotra, R. & Yilmaz, E., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Stance detection with bidirectional conditional encoding

  Augenstein, I., Rocktaeschel, T., Vlachos, A. & Bontcheva, K., 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  76 Scopus citations

• Uncovering task based behavioral heterogeneities in online search behavior

  Mehrotra, R., Bhattacharyya, P. & Yilmaz, E., 2016.

  Research output: Contribution to conference › Paper › peer-review
  7 Scopus citations
• 2015

  Extracting relations between non-standard entities using distant supervision and imitation learning

  Augenstein, I., Vlachos, A. & Maynard, D., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  12 Scopus citations