Pranava Swaroop Madhyastha

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 22

Top Topics

Embedding Space

Image Representation

Machine Translation

Top Venues

Nat. Lang. Eng.

Publications

Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia
Object Counts! Bringing Explicit Detections Back into Image Captioning. NAACL-HLT (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
Defoiling Foiled Image Captions. NAACL-HLT (2) (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BMVC (2018)
Chiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia
Sheffield Submissions for WMT18 Multimodal Translation Shared Task. WMT (shared task) (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
The role of image representations in vision to language tasks. Nat. Lang. Eng. 24 (3) (2018)
Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia
Object Counts! Bringing Explicit Detections Back into Image Captioning. CoRR (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BlackboxNLP@EMNLP (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
Defoiling Foiled Image Captions. CoRR (2018)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
End-to-end Image Captioning Exploits Multimodal Distributional Similarity. CoRR (2018)
Pranava Swaroop Madhyastha, Cristina España-Bonet
Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation. Rep4NLP@ACL (2017)
Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia
Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation. WMT (2017)
Salil Deena, Raymond W. M. Ng, Pranava Swaroop Madhyastha, Lucia Specia, Thomas Hain
Exploring the use of acoustic embeddings in neural machine translation. ASRU (2017)
Salil Deena, Raymond W. M. Ng, Pranava Swaroop Madhyastha, Lucia Specia, Thomas Hain
Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features. INTERSPEECH (2017)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Prepositional Phrase Attachment over Word Embedding Products. IWPT (2017)
Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu
Mapping Unseen Words to Task-Trained Embedding Spaces. Rep4NLP@ACL (2016)
Marta R. Costa-jussà, Cristina España-Bonet, Pranava Swaroop Madhyastha, Carlos Escolano, José A. R. Fonollosa
The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System. WMT (2016)
Pranava Swaroop Madhyastha, Cristina España-Bonet
Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation. CoRR (2016)
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer
Structured Prediction with Output Embeddings for Semantic Image Annotation. HLT-NAACL (2016)
Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu
Mapping Unseen Words to Task-Trained Embedding Spaces. CoRR (2015)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison. ICLR (Workshop) (2015)
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer
Structured Prediction with Output Embeddings for Semantic Image Annotation. CoRR (2015)
Lily D. Ellebracht, Arnau Ramisa, Pranava Swaroop Madhyastha, Jose Cordero-Rama, Francesc Moreno-Noguer, Ariadna Quattoni
Semantic Tuples for Evaluation of Image to Sentence Generation. VL@EMNLP (2015)
Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
Learning Task-specific Bilexical Embeddings. COLING (2014)