Publications
You can find the complete list of articles on my Google Scholar or DBLP profiles.
2024
Hakimov, S., and Cheema, G.S., (2024). Unveiling Global Narratives: A Multilingual Twitter Dataset of News Media on the Russo-Ukrainian Conflict. ACM International Conference on Multimedia Retrieval (ICMR) 2024 PDF Git repo Dataset
Thakkar, G., Hakimov, S., and Tadic, M., (2024). M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets. LREC-COLING 2024 PDF Git Repo
Sadler, P., Hakimov, S., and Schlangen, D., (2024). Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies. LREC-COLING 2024 PDF
Sadler, P., Hakimov, S., and Schlangen, D., (2024). Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game. Work presented at the “Cooperative Multi-Agent Systems Decision-making and Learning” workshop (AAAI’24) PDF Git repo
Hakimov, S., Weiser, Y., and Schlangen, D., (2024). 2024. Evaluating Modular Dialogue System for Form Filling Using Large Language Models. In Proceedings of the 1st Workshop on Simulating Conversational Intelligence in Chat (SCI-CHAT 2024) at EACL 2024, pages 36–52, St. Julians, Malta. Association for Computational Linguistics. PDF Git repo
2023
Chalamalasetti, K., Götze, J., Hakimov, S., Madureira, B., Sadler, P., and Schlangen, D., (2023). clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) PDF Git repo Clem Leaderboard
Hakimov, S., and Schlangen, D., (2023). Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks. Findings of the Association for Computational Linguistics: ACL 2023 PDF Git repo
Alam F, Barrón-Cedeño A, Cheema GS, Hakimov S, Hasanain M, Li C, Míguez R, Mubarak H, Shahi GK, Zaghouani W, Nakov P., (2023). Overview of the CLEF-2023 CheckThat! Lab Task 1 on Check-Worthiness of Multimodal and Multigenre Content. Working Notes of CLEF PDF Challenge Website
Tahmasebi, S., Hakimov, S., Ewerth, R., and Müller-Budack, E., (2023). Improving Generalization for Multimodal Fake News Detection. International Conference on Multimedia Retrieval (ICMR 2023) PDF Git repo
Sadler, P., Hakimov, S., and Schlangen, D., (2023). Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers. Findings of the Association for Computational Linguistics: ACL 2023 PDF Git repo
Cheema, G.S., Hakimov, S., Müller-Budack, E., Otto, C., Bateman, J., and Ewerth, R., (2023). Understanding Image-Text Relations and News Values for Multimodal News Analysis. Frontiers in Artificial Intelligence, Sec. Language and Computation, Volume 6 PDF DOI
Tahmasebzadeh, G., Hakimov, S., Ewerth, R., and Müller-Budack, E., (2023). Multimodal Geolocation Estimation of News Photos. Advances in Information Retrieval - 45th European Conference on Information Retrieval (ECIR 2023) PDF Git repo
Tahmasebzadeh, G., Müller-Budack, E., Hakimov, S., and Ewerth, R., (2023). MM-Locate-News: Multimodal Focus Location Estimation in News. 29th International Conference on Multimedia Modeling (MMM 2023) PDF Git repo
2022
Hakimov, S., Cheema, G.S., Kastner, M.A., Shah, R.R., Sikka, K., (2022). MUWS’22: 1st International Workshop on Multimodal Understanding for the Web and Social Media. WWW (Companion Volume) 2022: 692-693 URL
Cheema, G.S., Hakimov, S., Sittar, A., Müller-Budack, E., Otto C. and Ewerth, R., (2022). MM-Claims: A Dataset for Multimodal Claim Detection in Social Media. Findings of the North American Chapter of the Association for Computational Linguistics (Findings of NAACL 2022) PDF Git repo
Hakimov, S., Cheema G.S. and Ewerth, R., (2022). TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes. SemEval-2022, Task 5: MAMI - Multimedia Automatic Misogyny Identification co-located with NAACL 2022 PDF Git repo
Demidova, E., Hakimov, S., Winters, J. and Tadic, M., (2022). CLEOPATRA’22: 3rd International Workshop on Cross-lingual Event-centric Open Analytics. WWW (Companion Volume) 2022: 497-498 URL
2021
Hakimov, S. and Ewerth, R., (2021). Combining Textual Features for the Detection of Hateful and Offensive Language. HASOC 2021 - Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages, co-located with Forum for Information Retrieval Evaluation (FIRE) PDF Git repo
Pustu-Iren, K., Müller-Budack, E., Hakimov, S. and Ewerth, R., (2021). Visualizing Copyright-Protected Video Archive Content Through Similarity Search. In the Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL 2021) PDF
Cheema, G.S., Hakimov, S., Müller-Budack, E. and Ewerth, R., (2021). A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods. In the Proceedings of the Multi-Modal Pre-Training for Multimedia Understanding (MMPT 2021), co-located with ICMR PDF Git repo
Ilkou, E., Abu-Rasheed, H., Tavakoli, M., Hakimov, S., Kismihók, G., Auer, S. and Nejdl, W., (2021). EduCOR: An Educational and Career-Oriented Recommendation Ontology. In the Proceedings the 20th International Semantic Web Conference (ISWC 2021) PDF Ontology page Git repo
Kanafani, H., Ghauri, J.A., Hakimov, S. and Ewerth, R., (2021). Unsupervised Video Summarization via Multi-source Features. In the Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR) PDF Git repo
Tahmasebzadeh, G., Kacupaj, E., Müller-Budack, E., Hakimov, S., Lehmann, J. and Ewerth, R., (2021). GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval. In the Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval 2021 (SIGIR) PDF DEMO Git repo
Müller-Budack, E., Theiner, J., Diering, S., Idahl, M., Hakimov, S. and Ewerth, R., (2021). Multimodal news analytics using measures of cross-modal entity and context consistency. International Journal of Multimedia Information Retrieval, pp.1-15. PDF Git repo
Ghauri, J.A., Hakimov, S. and Ewerth, R., (2021). Supervised Video Summarization via Multiple Feature Sets with Parallel Attention. In the Proceedings of IEEE International Conference on Multimedia and Expo (ICME) PDF Git repo
Cheema, G.S., Hakimov, S., Müller-Budack, E. and Ewerth, R., (2021). On the Role of Images for Analyzing Claims in Social Media. In the Proceedings of the CLEOPATRA workshop co-located with The Web Conference (WWW) PDF Git repo
Demidova, E., Hakimov, S., Winters, J. and Tadic, M., (2021). Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021) CEUR Vol-2829 Workshop page
Müller-Budack, E., Springstein, M., Hakimov, S., Mrutzek, K. and Ewerth, R., (2021). Ontology-driven Event Type Classification in Images. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision PDF Git repo
2020
Demidova, E., Hakimov, S., Winters, J. and Tadic, M., (2020). Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics (CLEOPATRA 2020) co-located with the 17th Extended Semantic Web Conference (ESWC 2020) CEUR Vol-2611 Workshop page
Cheema, G.S., Hakimov, S. and Ewerth, R., (2020) TIB’s Visual Analytics Group at MediaEval’20: Detecting Fake News on Corona Virus and 5G Conspiracy. MediaEval workshop FakeNews task PDF Git repo
Ghauri, J.A., Hakimov, S. and Ewerth, R., (2020). Classification of Important Segments in Educational Videos using Multimodal Features. In Proceedings of the CIKM 2020 Workshops PDF Git repo
Tahmasebzadeh, G., Hakimov, S., Müller-Budack, E. and Ewerth, R., (2020). A Feature Analysis for Multimodal News Retrieval. In the Proceedings of the CLEOPATRA workshop co-located with Extended Semantic Web Conference (ESWC) PDF Git repo
Cheema, G.S., Hakimov, S. and Ewerth, R., (2020). Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features. In Proceedings of the Eleventh International Conference of the CLEF Association PDF Git repo
Tavakoli, M., Hakimov, S., Ewerth, R. and Kismihók, G., (2020) A Recommender System For Open Educational Videos Based On Skill Requirements. In Proceedings of International Conference on Advanced Learning Technologies (ICALT) PDF
2019
Hakimov, S. (2019). Learning Multilingual Semantic Parsers for Question Answering over Linked Data. A comparison of neural and probabilistic graphical model architectures. Bielefeld University, Germany (Doctoral Dissertation) URI PDF Slides Graded as magna cum laude
Hakimov, S. , Jebbara, S., Cimiano, P. (2019). Evaluating Architectural Choices for Deep Learning Approaches for Question Answering over Knowledge Bases. In Proceedings of the 13th International Semantic Computing Conference (ICSC) PDF Git repo
2017
Ell B, Hakimov, S. , Braukmann, P., Cazzoli, L., Kaupmann, F., Mancino, A., Altaf Memon, J., Rother, K., Saini, A., Cimiano, P. (2017). Towards a Large Corpus of Richly Annotated Web Tables for Knowledge Base Population. In Proceedings of 5th International Workshop on Linked Data for Information Extraction, co-located with the 16th International Semantic Web Conference (ISWC) PDF Git repo
Hakimov, S., Jebbara, S., Cimiano, P. (2017). AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data. In Proceedings of the 16th International Semantic Web Conference (ISWC) PDF Git repo
2016
Ell, B., Hakimov, S., Cimiano, P. (2016). Statistical Induction of Coupled Domain/Range Restrictions from RDF Knowledge Bases. In Proceedings of 4th NLP and DBpedia Workshop, co-located with the 15th International Semantic Web Conference (ISWC) PDF Git repo
Hakimov, S., ter Horst, H., Jebbara, S., Hartung, M., Cimiano, P. (2016). Combining textual and graph-based features for named entity disambiguation using undirected probabilistic graphical models. In Proceedings of 20th International Knowledge Engineering and Knowledge Management Conference (EKAW) PDF Git repo
2015
Hakimov, S., Unger, C., Walter, S., Cimiano, P. (2015) Applying semantic parsing to question answering over linked data: Addressing the lexical gap. In Proceedings of International Conference on Applications of Natural Language to Information Systems (NLDB) PDF Git repo
2014
Dogdu, E., Hakimov, S., Yumusak, S. (2014). A data-model driven web application development framework. In Proceedings of the 2014 ACM Southeast Regional Conference PDF
2013
Hakimov, S. (2013). Named Entity Disambiguation using Linked Open Data. TOBB University, Ankara, Turkey (Master’s Thesis) PDF
Hakimov, S., Tunc, H., Akimaliev, M., Dogdu, E. (2013) Semantic question answering system over linked data using relational patterns. In Proceedings of the Joint EDBT/ICDT 2013 Workshops PDF
2012
Hakimov, S., Oto, S. A., Dogdu, E. (2012). Named entity recognition and disambiguation using linked data and graph-based centrality scoring. In Proceedings of the 4th international workshop on semantic web information management PDF