P. Madhyastha

Most-cited papers

Probing the Need for Visual Context in Multimodal Machine Translation
Ozan Caglayan, P. Madhyastha, Lucia Specia, Loïc Barrault
2019North American Chapter of the Association for Computational Linguistics163 citations Open access
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Distilling Translations with Visual Awareness
Julia Ive, P. Madhyastha, Lucia Specia
2019Annual Meeting of the Association for Computational Linguistics88 citations Open access
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Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
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On Model Stability as a Function of Random Seed
P. Madhyastha, Dhruv Batra
2019Conference on Computational Natural Language Learning82 citations Open access
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Cross-lingual Visual Pre-training for Multimodal Machine Translation
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, P. Madhyastha +3 more
2021Conference of the European Chapter of the Association for Computational Linguistics59 citations Open access
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Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale
Ozan Caglayan, P. Madhyastha, Lucia Specia
2020International Conference on Computational Linguistics45 citations Open access
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VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
P. Madhyastha, Josiah Wang, Lucia Specia
2019Annual Meeting of the Association for Computational Linguistics39 citations Open access
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Object Counts! Bringing Explicit Detections Back into Image Captioning
Josiah Wang, P. Madhyastha, Lucia Specia
2018North American Chapter of the Association for Computational Linguistics38 citations Open access
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Evaluation of Fake News Detection with Knowledge-Enhanced Language Models
Chenxi Whitehouse, Tillman Weyde, P. Madhyastha, N. Komninos
2022International Conference on Web and Social Media34 citations Open access
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Simultaneous Machine Translation with Visual Context
Ozan Caglayan, Julia Ive, Veneta Haralampieva, P. Madhyastha +2 more
2020Conference on Empirical Methods in Natural Language Processing32 citations Open access
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WMDO: Fluency-based Word Mover’s Distance for Machine Translation Evaluation
Julian Chow, Lucia Specia, P. Madhyastha
2019Conference on Machine Translation27 citations Open access
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LLM-Assisted Visual Analytics: Opportunities and Challenges
Maeve Hutchinson, R. Jianu, A. Slingsby, P. Madhyastha
2024Computers & graphics25 citations Open access
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Sheffield Submissions for WMT18 Multimodal Translation Shared Task
C. Lala, P. Madhyastha, Carolina Scarton, Lucia Specia
2018Conference on Machine Translation23 citations Open access
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Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation
P. Madhyastha, Josiah Wang, Lucia Specia
2017Conference on Machine Translation17 citations Open access
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Numerical reasoning in machine reading comprehension tasks: are we there yet?
Hadeel Al-Negheimish, P. Madhyastha, A. Russo
2021Conference on Empirical Methods in Natural Language Processing16 citations Open access
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MultiSubs: A Large-scale Multimodal and Multilingual Dataset
Josiah Wang, P. Madhyastha, J. Figueiredo, C. Lala +1 more
2021International Conference on Language Resources and Evaluation15 citations Open access
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Exploring Hypotheses Spaces in Neural Machine Translation
F. Blain, Lucia Specia, P. Madhyastha
2017Machine Translation Summit15 citations
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Mapping Unseen Words to Task-Trained Embedding Spaces
P. Madhyastha, Mohit Bansal, Kevin Gimpel, K. Livescu
2015Rep4NLP@ACL15 citations Open access
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Learning Task-specific Bilexical Embeddings
P. Madhyastha, Xavier Carreras, A. Quattoni
2014International Conference on Computational Linguistics14 citations
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Leveraging auxiliary image descriptions for dense video captioning
Emre Boran, Aykut Erdem, N. Ikizler-Cinbis, Erkut Erdem +2 more
2021Pattern Recognition Letters13 citations
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Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features
S. Deena, Raymond W. M. Ng, P. Madhyastha, Lucia Specia +1 more
2017Interspeech13 citations
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Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation
P. Madhyastha, C. España-Bonet
2017Rep4NLP@ACL13 citations Open access
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The TALP–UPC Spanish–English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System
M. Costa-jussà, C. España-Bonet, P. Madhyastha, Carlos Escolano +1 more
2016Conference on Machine Translation13 citations Open access
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A study towards contextual understanding of toxicity in online conversations
P. Madhyastha, Antigoni-Maria Founta, Lucia Specia
2023Natural Language Engineering12 citations Open access
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Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation
Julia Ive, A. Li, Yi-Shu Miao, Ozan Caglayan +2 more
2021Conference of the European Chapter of the Association for Computational Linguistics12 citations Open access
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Defoiling Foiled Image Captions
P. Madhyastha, Josiah Wang, Lucia Specia
2018North American Chapter of the Association for Computational Linguistics11 citations Open access
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Learning from Multiview Correlations in Open-domain Videos
Nils Holzenberger, Shruti Palaskar, P. Madhyastha, Florian Metze +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing11 citations Open access
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MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem +3 more
2020Machine Translation10 citations
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Exploring the use of acoustic embeddings in neural machine translation
S. Deena, Raymond W. M. Ng, P. Madhyastha, Lucia Specia +1 more
2017Automatic Speech Recognition & Understanding10 citations
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Unraveling the Contribution of Image Captioning and Neural Machine Translation for Multimodal Machine Translation
C. Lala, P. Madhyastha, Josiah Wang, Lucia Specia
2017Prague Bulletin of Mathematical Linguistics10 citations Open access
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Exploring the Long-Term Generalization of Counting Behavior in RNNs
Nadine El-Naggar, P. Madhyastha, Tillman Weyde
2022arXiv.org9 citations Open access
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BERTGen: Multi-task Generation through BERT
Faidon Mitzalis, Ozan Caglayan, P. Madhyastha, Lucia Specia
2021Annual Meeting of the Association for Computational Linguistics9 citations Open access
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Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI
Yusuf H. Roohani, Noor Sajid, P. Madhyastha, C. Price +1 more
2018arXiv.org8 citations
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Formal and Empirical Studies of Counting Behaviour in ReLU RNNs
Nadine El-Naggar, A. Ryzhikov, L. Daviaud, P. Madhyastha +1 more
2023International Conference on Graphics and Interaction7 citations
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Deep Copycat Networks for Text-to-Text Generation
Julia Ive, P. Madhyastha, Lucia Specia
2019Conference on Empirical Methods in Natural Language Processing7 citations Open access
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Predicting Actions to Help Predict Translations
Zixiu "Alex" Wu, Julia Ive, Josiah Wang, P. Madhyastha +1 more
2019arXiv.org7 citations
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End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space
P. Madhyastha, Josiah Wang, Lucia Specia
2018British Machine Vision Conference7 citations
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End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space
P. Madhyastha, Josiah Wang, Lucia Specia
2018BlackboxNLP@EMNLP7 citations Open access
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Grounded Sequence to Sequence Transduction
Lucia Specia, Loïc Barrault, Ozan Caglayan, A. Duarte +14 more
2020IEEE Journal on Selected Topics in Signal Processing6 citations
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IYKYK: Using language models to decode extremist cryptolects
C. de Kock, Arij Riabi, Zeerak Talat, M. Schlichtkrull +2 more
2025Conference of the European Chapter of the Association for Computational Linguistics5 citations
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An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning
Navdeep Kaur, Lachlan McPheat, Alessandra Russo, Anthony G. Cohn +1 more
2025arXiv.org5 citations
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A Tweet-based Dataset for Company-Level Stock Return Prediction
Karolina Sowinska, P. Madhyastha
2020arXiv.org5 citations
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Deciding When, How and for Whom to Simplify
Carolina Scarton, P. Madhyastha, Lucia Specia
2020European Conference on Artificial Intelligence5 citations Open access
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Chart Question Answering from Real-World Analytical Narratives
Maeve Hutchinson, Radu Jianu, A. Slingsby, J. Wood +1 more
2025Annual Meeting of the Association for Computational Linguistics4 citations
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Capturing Visualization Design Rationale
Maeve Hutchinson, Radu Jianu, A. Slingsby, J. Wood +1 more
2025Visual ..4 citations
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Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering
Chenxi Whitehouse, Tillman Weyde, P. Madhyastha
2023Findings4 citations Open access
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Discrete Reasoning Templates for Natural Language Understanding
Hadeel Al-Negheimish, P. Madhyastha, A. Russo
2021Conference of the European Chapter of the Association for Computational Linguistics4 citations Open access
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Semantic Tuples for Evaluation of Image to Sentence Generation
Lily D. Ellebracht, Arnau Ramisa, P. Madhyastha, Jose Cordero-Rama +2 more
2015VL@EMNLP4 citations Open access
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Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison
P. Madhyastha, Xavier Carreras, A. Quattoni
2014International Conference on Learning Representations4 citations
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"Although Powerful, it's not Infallible": Investigating Academic Researchers' Verification Challenges with LLMs
Monica Visani Scozzi, S. Makri, P. Madhyastha
2026Conference on Human Information Interaction and Retrieval3 citations Open access
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