Publications – Dr. Aditya Mogadala

Aditya Mogadala, Marimuthu Kalimuthu and Dietrich Klakow.
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets and Methods
Journal of Artificial Intelligence Research (JAIR) Journal, [Pdf].

Dawei Zhu*, Aditya Mogadala* and Dietrich Klakow.
Image Manipulation with Natural Language using Two-sided Attentive Conditional Generative Adversarial Network
Neural Networks Journal (Special Issue: Deep Neural Network Representation and Generative Adversarial Learning), [Pdf].

Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach and Dietrich Klakow.
Fusion models for improved image captioning
ICPR International Workshops and Challenges, [Pdf].

Marius Mosbach, Michael A. Hedderich, Sandro Pezzelle, Aditya Mogadala, Dietrich Klakow, Marie Francine Moens and Zeynep Akata.
Proceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)
EACL Workshop, [Pdf].

Aditya Mogadala, Marius Mosbach and Dietrich Klakow.
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation
Bridge Between Perception and Reasoning: Graph Neural Networks & Beyond Workshop @ICML, [Pdf].

Aditya Mogadala, Xiaoyu Shen and Dietrich Klakow.
Integrating Image Captioning with Rule-based Entity Masking
Bringing Semantic Knowledge into Vision and Text Understanding Workshop @IJCAI, [Pdf].

Aleena Thomas, David Adelani, Ali Davody, Aditya Mogadala and Dietrich Klakow.
Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks
International Conference on Text, Speech and Dialogue (TSD), [Pdf].

Aditya Mogadala, Sandro Pezzelle, Dietrich Klakow, Marie Francine Moens and Zeynep Akata.
Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)
COLING Workshop, [Pdf].

Aditya Mogadala, Dietrich Klakow, Sandro Pezzelle and Marie Francine Moens.
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)
EMNLP-IJCNLP Workshop, [Pdf]

Volker Tresp, Jens Lehmann, Aditya Mogadala, Achim Rettinger, Afshin Sadeghi and Mehdi Ali.
Proceedings of the New Trends in Representation Learning with Knowledge Graphs (KGRL)
ECML-PKDD Workshop, [Pdf]

Rajarshi Biswas, Aditya Mogadala, Michael Barz, Daniel Sonntag and Dietrich Klakow.
Automatic Judgement of Neural Network-Generated Image Captions
International Conference on Statistical Language and Speech Processing (SLSP), Oral, [Pdf]

C.S.R. Prabhu, Aneesh Sreevallabh Chivukula, Aditya Mogadala, Rohit Ghosh and L.M. Jenila Livingston.
Big Data Analytics: Systems, Algorithms, Applications
Springer Nature, Text Book, [Book].

Aditya Mogadala.
Multi-View Representation Learning for Unifying Languages, Knowledge and Vision
Karlsruhe Institute of Information Technology, Karlsruhe, Germany, PhD Thesis, [Pdf].

Aditya Mogadala, Umanga Bista, Lexing Xie and Achim Rettinger.
Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects
Extended Semantic Web Conference (ESWC), Oral, [Pdf], [Bibtex], [Slides].

Aditya Mogadala, Bhargav Kanuparthi, Achim Rettinger and York Sure-Vetter.
Discovering Connotations as Labels for Weakly Supervised Image-Sentence Data
The Web Conference (Cognitive Computing Track) (WWW), Oral, [Pdf], [Bibtex], [Slides].

Aditya Mogadala, Dominik Jung and Achim Rettinger.
Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings.
Journal of Computational Linguistics and Applications (IJCLA). To Appear, [arXiv].
Accepted: International Conference on Computational Linguistics and Intelligent Text Processing (CICLing).

Lei Zhang, Andreas Thalhammer, Achim Rettinger, Michael Färber, Aditya Mogadala and Ronald Denaux.
The xLiMe System: Cross-lingual and Cross-modal Semantic Annotation, Search and Recommendation over Live-TV, News and Social Media Streams.
Journal of Web Semantics (JWS), [Pdf], [Bibtex].

Aditya Mogadala and Achim Rettinger.
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification.
North American Chapter of the ACL (NAACL-HLT), Oral, [Pdf], [Bibtex], [Slides], [Video].

Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A. Knoblock and Pedro Szekely.
Efficient Graph-based Document Similarity
Extended Semantic Web Conference (ESWC), Oral, Best Research Paper Nominee, [Pdf], [Bibtex].

Aditya Mogadala and Achim Rettinger.
Multi-Modal Correlated Centroid Space for Multi-Lingual Cross-Modal Retrieval.
European Conference on Information Retrieval (ECIR), Oral, [Pdf] [Bibtex] [Slides].

Aditya Mogadala.
Polylingual Multimodal Learning.
ECML PKDD Doctoral Consortium, [Pdf] [Poster].

Aditya Mogadala
Fine-Grained Opinion Mining in Resource-Scarce Languages with Sentence-level Subjectivity Analysis.
International Institute of Information Technology, Hyderabad, India, Master Thesis, [Pdf] [Slides].

Aditya Pavan, Aditya Mogadala and Vasudeva Varma.
Author Profiling using LDA and Maximum Entropy.
PAN Workshop @Cross-Language Evaluation Forum (CLEF), [Pdf] [Bibtex].

Harshit Jain, Aditya Mogadala and Vasudeva Varma.
Sielers: Feature Analysis and Polarity Classification of Expressions from Twitter and SMS Data.
SemEval Workshop @NAACL-HLT, [Pdf], [Bibtex].

Aditya Mogadala and Vasudeva Varma.
Language Independent Sentence-Level Subjectivity Analysis with Feature Selection.
Pacific Asian Conference on Language, Information and Computing (PACLIC), Oral, [Pdf] [Bibtex], [Slides].

Aditya Mogadala and Vasudeva Varma.
Twitter user behavior understanding with mood transition prediction.
DUBMMSM Workshop @CIKM, [Pdf], [Bibtex], [Poster].

Aditya Mogadala and Vasudeva Varma.
Retrieval approach to extract opinions about people from resource scarce language News articles.
WISDOM Workshop @KDD,Oral, [Pdf], [Slides].

Vasudeva Varma and Aditya Mogadala.
Issues and Challenges in Building Multilingual Information Access Systems.
Emerging Applications of Natural Language Processing: Concepts and New Research, IGI Global, [Pdf], [Book].

Aditya Mogadala, Rambhoopal Kothwal and Vasudeva Varma.
Language Modeling Approach to Retrieval for SMS and FAQ Matching.
Forum for Information Retrieval (FIRE), Oral, [Pdf], [Bibtex], [Slides].

Aditya Mogadala and Vasudeva Varma.
Finding Influence by Cross-Lingual Blog Mining through Multiple Language Lists.
Information Systems for Indian Languages, Communications in Computer and Information Science (ICISIL), Oral, [Pdf], [Slides].

Vasudeva Varma, Sudheer Kovelamudi, Arpit Sood, Jayant Gupta, Harshit Jain, Pattisapu Nikhil Priyatam, Aditya Mogadala and Srikanth Reddy Vaddepally.
IIIT Hyderabad in Summarization and Knowledge Base Population.
Text Analysis Conference (TAC), [Pdf], [Bibtex].