Nam Khanh Tran bio photo

Nam Khanh Tran

Applied Scientist @ Amazon

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Publications

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Peer-Reviewed Journals

  1. Elia Bruni, Nam Khanh Tran, Marco Baroni (2014). Multimodal Distributional Semantics. Journal of Artificial Intelligence Research (JAIR ‘14). [pdf] (2017 IJCAI-JAIR Best Paper Prize)
  2. Query-Driven On-The-Fly Knowledge Base Construction (2017). Dat Ba Nguyen, Abdalghani Abujabal, Nam Khanh Tran, Martin Theobald and Gerhard Weikum. Proceedings of the 44th International Conference on Very Large Data Bases, Rio de Janeiro, Brazil (VLDB Endowment) [pdf]

Peer-Reviewed Conference Proceedings

  1. Nam Khanh Tran and Claudia Niederée (2018). Multihop Attention Networks for Question Answer Matching. The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR ‘18). [pdf] [code]
  2. Nam Khanh Tran and Weiwei Cheng (2018). Multiplicative Tree-structured Long Short-Term Memory Networks for Semantic Representations. Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics (*SEM ‘18). [pdf]
  3. Nam Khanh Tran and Claudia Niederée (2018). A Neural Network-based Framework for Non-factoid Question Answering. Proceeding WWW ‘18 Companion Proceedings of the The Web Conference (WWW ‘18). [pdf]
  4. Nam Khanh Tran, Tuan Tran and Claudia Niederée (2017). Beyond Time: Dynamic Context-aware Entity Recommendation. European Semantic Web Conference (ESWC ‘17). [pdf] (Best Student Paper Nominated)
  5. Nattiya Kanhabua, Philipp Kemkes, Wolfgang Nejdl, Tu Ngoc Nguyen, Felipe Reis, Nam Khanh Tran (2016). How to Search the Internet Archive Without Indexing It. The International Conference on Theory and Practice of Digital Libraries (TPDL ‘16). [pdf]
  6. Nam Khanh Tran, Andrea Ceroni, Nattiya Kanhabua, Claudia Niederée (2015). Back to the past: Supporting interpretations of forgotten stories by time-aware re-contextualization. Proceedings of the Eighth ACM International Conference on Web Search and Data Mining (WSDM ‘15). [pdf]
  7. Nam Khanh Tran, Andrea Ceroni, Nattiya Kanhabua, Claudia Niederée (2015). Time-travel Translator: Automatically Contextualizing News Articles. Proceedings of the 24th International Conference on World Wide Web (WWW ‘15 Companion). [pdf]
  8. Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu, Robert Jäschke (2015). Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information (EMNLP ‘15). [pdf]
  9. Andrea Ceroni, Nam Khanh Tran, Nattiya Kanhabua, Claudia Niederée (2014). Bridging temporal context gaps using time-aware re-contextualization. Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval (SIGIR ‘14). [pdf]
  10. Nam Khanh Tran, Sergej Zerr, Kerstin Bischoff, Claudia Niederée, Ralf Krestel (2013). Topic cropping: Leveraging latent topics for the analysis of small corpora. The International Conference on Theory and Practice of Digital Libraries (TPDL ‘13). [pdf]
  11. Elia Bruni, Gemma Boleda, Marco Baroni, Nam Khanh Tran (2012). Distributional semantics in technicolor. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1 (ACL ‘12). [pdf]
  12. Nam Khanh Tran, Kim Cuong Pham, Quang Thuy Ha (2010). XPath-Wrapper Induction for Data Extraction. The International Conference on Asian Language Processing (IALP ‘10). [pdf]

Other Publications

  1. Nam Khanh Tran (2016). Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016. In arXiv:1612.07117, 2016. [pdf] [code]
  2. Nam Khanh Tran (2014). Time-aware topic-based contextualization. Proceedings of the 23rd International Conference on World Wide Web (doctoral consortium)
  3. Giang Binh Tran, Tuan Tran, Nam Khanh Tran, Mohammad Alrifai, Nattiya Kanhabua (2013). Leveraging Learning To Rank in an Optimization Framework for Timeline Summarization. SIGIR 2013 Workshop on Time-aware Information Access (TAIA ‘13). [pdf]
  4. Sergej Zerr, Nam Khanh Tran, Kerstin Bischoff, Claudia Niederée (2013). Sentiment analysis and opinion mining in collections of qualitative data. Proceedings of the 1st International Workshop on Archiving Community Memories at iPRESS (iPRESS ‘13).
  5. Khaled Hossain Ansary, Tuan Tran, Nam Khanh Tran (2013). A pipeline tweet contextualization system at INEX 2013. CLEF2013 Working Notes. [pdf]