Pranava Swaroop Madhyastha

According to our database, Pranava Swaroop Madhyastha authored at least 65 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LLM-Assisted Visual Analytics: Opportunities and Challenges.

Maeve Hutchinson, Radu Jianu, Aidan Slingsby, Pranava Madhyastha

CoRR, 2024

Towards Holistic, Pragmatic and Multimodal Conversational Systems.

Pranava Madhyastha

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A study towards contextual understanding of toxicity in online conversations.

Pranava Madhyastha, Antigoni Founta, Lucia Specia

Nat. Lang. Eng., November, 2023

Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations.

Xinyu Liu, Yan Ding, Kaikai An, Chunyang Xiao, Pranava Madhyastha, Tong Xiao, Jingbo Zhu

CoRR, 2023

Towards Visualisation Specifications from Multilingual Natural Language Queries using Large Language Models.

Maeve Hutchinson, Aidan Slingsby, Radu Jianu, Pranava Madhyastha

Proceedings of the 25th Eurographics Conference on Visualization, 2023

Formal and Empirical Studies of Counting Behaviour in ReLU RNNs.

Nadine El-Naggar, Andrew Ryzhikov, Laure Daviaud, Pranava Madhyastha, Tillman Weyde

Proceedings of the International Conference on Grammatical Inference, 2023

Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering.

Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks.

Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2023, 2023

Towards preserving word order importance through Forced Invalidation.

Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Are words equally surprising in audio and audio-visual comprehension?

Pranava Madhyastha, Ye Zhang, Gabriella Vigliocco

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

Exploring the Long-Term Generalization of Counting Behavior in RNNs.

Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde

CoRR, 2022

Evaluation of Fake News Detection with Knowledge-Enhanced Language Models.

Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha, Nikos Komninos

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Towards Integration of Embodiment Features for Prosodic Prominence Prediction from Text.

Pranava Madhyastha

Proceedings of the International Conference on Multimodal Interaction, 2022

Experiments in Learning Dyck-1 Languages with Recurrent Neural Networks.

Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde

Proceedings of the 3rd Human-Like Computing Workshop (HLC 2022) co-located with the 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022), 2022

Belief Revision Based Caption Re-ranker with Visual Semantic Information.

Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha, Lluís Padró

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Leveraging auxiliary image descriptions for dense video captioning.

Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia

Pattern Recognit. Lett., 2021

Read, spot and translate.

Lucia Specia, Josiah Wang, Sun Jae Lee, Alissa Ostapenko, Pranava Madhyastha

Mach. Transl., 2021

MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish.

Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia

Mach. Transl., 2021

A call for better unit testing for invariant risk minimisation.

Chunyang Xiao, Pranava Madhyastha

CoRR, 2021

MultiSubs: A Large-scale Multimodal and Multilingual Dataset.

Josiah Wang, Pranava Madhyastha, Josiel Figueiredo, Chiraag Lala, Lucia Specia

CoRR, 2021

A Focused Analysis of Twitter-based Disinformation from Foreign Influence Operations.

Julio Amador Díaz López, Pranava Madhyastha

Proceedings of the 1st International Workshop on Knowledge Graphs for Online Discourse Αnalysis (KnOD 2021) co-located with the 30th The Web Conference (WWW 2021), 2021

Numerical reasoning in machine reading comprehension tasks: are we there yet?

Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation.

Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Cross-lingual Visual Pre-training for Multimodal Machine Translation.

Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Discrete Reasoning Templates for Natural Language Understanding.

Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

BERTGen: Multi-task Generation through BERT.

Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Grounded Sequence to Sequence Transduction.

Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora

IEEE J. Sel. Top. Signal Process., 2020

MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish.

Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia

CoRR, 2020

A Tweet-based Dataset for Company-Level Stock Return Prediction.

Karolina Sowinska, Pranava Madhyastha

CoRR, 2020

Simultaneous Machine Translation with Visual Context.

Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Deciding When, How and for Whom to Simplify.

Carolina Scarton, Pranava Madhyastha, Lucia Specia

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale.

Ozan Caglayan, Pranava Madhyastha, Lucia Specia

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Imperial College London Submission to VATEX Video Captioning Task.

Ozan Caglayan, Zixiu Wu, Pranava Madhyastha, Josiah Wang, Lucia Specia

CoRR, 2019

Probing Representations Learned by Multimodal Recurrent and Transformer Models.

Jindrich Libovický, Pranava Madhyastha

CoRR, 2019

Predicting Actions to Help Predict Translations.

Zixiu Wu, Julia Ive, Josiah Wang, Pranava Madhyastha, Lucia Specia

CoRR, 2019

Model Explanations under Calibration.

Rishabh Jain, Pranava Madhyastha

CoRR, 2019

WMDO: Fluency-based Word Mover's Distance for Machine Translation Evaluation.

Julian Chow, Lucia Specia, Pranava Madhyastha

Proceedings of the Fourth Conference on Machine Translation, 2019

Probing the Need for Visual Context in Multimodal Machine Translation.

Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Learning from Multiview Correlations in Open-domain Videos.

Nils Holzenberger, Shruti Palaskar, Pranava Madhyastha, Florian Metze, Raman Arora

Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Copycat Networks for Text-to-Text Generation.

Julia Ive, Pranava Madhyastha, Lucia Specia

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

On Model Stability as a Function of Random Seed.

Pranava Madhyastha, Rishabh Jain

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions.

Pranava Madhyastha, Josiah Wang, Lucia Specia

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Distilling Translations with Visual Awareness.

Julia Ive, Pranava Madhyastha, Lucia Specia

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

The role of image representations in vision to language tasks.

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

Nat. Lang. Eng., 2018

Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI.

Yusuf H. Roohani, Noor Sajid, Pranava Madhyastha, Cathy J. Price, Thomas M. H. Hope

CoRR, 2018

End-to-end Image Captioning Exploits Multimodal Distributional Similarity.

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

CoRR, 2018

Sheffield Submissions for WMT18 Multimodal Translation Shared Task.

Chiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Object Counts! Bringing Explicit Detections Back into Image Captioning.

Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Defoiling Foiled Image Captions.

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space.

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

2017

Exploiting word embeddings for modeling bilexical relations.

Pranava Swaroop Madhyastha

PhD thesis, 2017

Unraveling the Contribution of Image Captioning and Neural Machine Translation for Multimodal Machine Translation.

Chiraag Lala, Pranava Madhyastha, Josiah Wang, Lucia Specia

Prague Bull. Math. Linguistics, 2017

Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation.

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

Proceedings of the Second Conference on Machine Translation, 2017

Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation.

Pranava Swaroop Madhyastha, Cristina España-Bonet

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Exploring Hypotheses Spaces in Neural Machine Translation.

Frédéric Blain, Lucia Specia, Pranava Madhyastha

Proceedings of Machine Translation Summit XVI, Volume 1: Research Track, 2017

Prepositional Phrase Attachment over Word Embedding Products.

Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni

Proceedings of the 15th International Conference on Parsing Technologies, 2017

Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features.

Salil Deena, Raymond W. M. Ng, Pranava Swaroop Madhyastha, Lucia Specia, Thomas Hain

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Exploring the use of acoustic embeddings in neural machine translation.

Salil Deena, Raymond W. M. Ng, Pranava Swaroop Madhyastha, Lucia Specia, Thomas Hain

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation.

Pranava Swaroop Madhyastha, Cristina España-Bonet

CoRR, 2016

The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System.

Marta R. Costa-jussà, Cristina España-Bonet, Pranava Swaroop Madhyastha, Carlos Escolano, José A. R. Fonollosa

Proceedings of the First Conference on Machine Translation, 2016

Mapping Unseen Words to Task-Trained Embedding Spaces.

Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Structured Prediction with Output Embeddings for Semantic Image Annotation.

Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer

Proceedings of the NAACL HLT 2016, 2016

2015

Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison.

Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni

Proceedings of the 3rd International Conference on Learning Representations, 2015

Semantic Tuples for Evaluation of Image to Sentence Generation.

Lily D. Ellebracht, Arnau Ramisa, Pranava Swaroop Madhyastha, Jose Cordero-Rama, Francesc Moreno-Noguer, Ariadna Quattoni

Proceedings of the Fourth Workshop on Vision and Language, 2015

2014

Learning Task-specific Bilexical Embeddings.

Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni

Proceedings of the COLING 2014, 2014