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ORCIDPranava Swaroop Madhyastha
Publications
- 2023
[j7]Pranava Madhyastha
, Antigoni Founta, Lucia Specia:
A study towards contextual understanding of toxicity in online conversations. Nat. Lang. Eng. 29(6): 1538-1560 (2023)- 2022
- [c37]Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha, Lluís Padró:
Belief Revision Based Caption Re-ranker with Visual Semantic Information. COLING 2022: 5488-5506 - [i29]Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha, Lluís Padró:
Belief Revision based Caption Re-ranker with Visual Semantic Information. CoRR abs/2209.08163 (2022) - 2021
- [j6]Lucia Specia, Josiah Wang, Sun Jae Lee, Alissa Ostapenko, Pranava Madhyastha:
Read, spot and translate. Mach. Transl. 35(2): 145-165 (2021) - [j5]Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia:
MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish. Mach. Transl. 35(2): 265-288 (2021) - [j4]Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia:
Leveraging auxiliary image descriptions for dense video captioning. Pattern Recognit. Lett. 146: 70-76 (2021) - [c33]Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
BERTGen: Multi-task Generation through BERT. ACL/IJCNLP (1) 2021: 6440-6455 - [c31]Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia:
Cross-lingual Visual Pre-training for Multimodal Machine Translation. EACL 2021: 1317-1324 - [c30]Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. EACL 2021: 3222-3233 - [i27]Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia:
Cross-lingual Visual Pre-training for Multimodal Machine Translation. CoRR abs/2101.10044 (2021) - [i26]Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. CoRR abs/2102.11387 (2021) - [i25]Josiah Wang, Pranava Madhyastha, Josiel Figueiredo, Chiraag Lala, Lucia Specia:
MultiSubs: A Large-scale Multimodal and Multilingual Dataset. CoRR abs/2103.01910 (2021) - [i22]Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
BERTGEN: Multi-task Generation through BERT. CoRR abs/2106.03484 (2021) - 2020
- [j3]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:
Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. 14(3): 577-591 (2020) - [c27]Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale. COLING 2020: 2322-2328 - [c26]Carolina Scarton, Pranava Madhyastha, Lucia Specia:
Deciding When, How and for Whom to Simplify. ECAI 2020: 2172-2179 - [c25]Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia:
Simultaneous Machine Translation with Visual Context. EMNLP (1) 2020: 2350-2361 - [i19]Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia:
Simultaneous Machine Translation with Visual Context. CoRR abs/2009.07310 (2020) - [i18]Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale. CoRR abs/2010.13588 (2020) - [i17]Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia:
MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish. CoRR abs/2012.07098 (2020) - 2019
- [c24]Julia Ive, Pranava Madhyastha, Lucia Specia:
Distilling Translations with Visual Awareness. ACL (1) 2019: 6525-6538 - [c23]Pranava Madhyastha, Josiah Wang, Lucia Specia:
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions. ACL (1) 2019: 6539-6550 - [c21]Julia Ive, Pranava Madhyastha, Lucia Specia:
Deep Copycat Networks for Text-to-Text Generation. EMNLP/IJCNLP (1) 2019: 3225-3234 - [c20]Nils Holzenberger, Shruti Palaskar, Pranava Madhyastha, Florian Metze, Raman Arora:
Learning from Multiview Correlations in Open-domain Videos. ICASSP 2019: 8628-8632 - [c19]Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault:
Probing the Need for Visual Context in Multimodal Machine Translation. NAACL-HLT (1) 2019: 4159-4170 - [c18]Julian Chow, Lucia Specia, Pranava Madhyastha:
WMDO: Fluency-based Word Mover's Distance for Machine Translation Evaluation. WMT (2) 2019: 494-500 - [i16]Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault:
Probing the Need for Visual Context in Multimodal Machine Translation. CoRR abs/1903.08678 (2019) - [i14]Julia Ive, Pranava Madhyastha, Lucia Specia:
Distilling Translations with Visual Awareness. CoRR abs/1906.07701 (2019) - [i13]Pranava Madhyastha, Josiah Wang, Lucia Specia:
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions. CoRR abs/1907.09340 (2019) - [i12]Zixiu Wu, Julia Ive, Josiah Wang, Pranava Madhyastha, Lucia Specia:
Predicting Actions to Help Predict Translations. CoRR abs/1908.01665 (2019) - [i11]Jindrich Libovický, Pranava Madhyastha:
Probing Representations Learned by Multimodal Recurrent and Transformer Models. CoRR abs/1908.11125 (2019) - [i9]Ozan Caglayan, Zixiu Wu, Pranava Madhyastha, Josiah Wang, Lucia Specia:
Imperial College London Submission to VATEX Video Captioning Task. CoRR abs/1910.07482 (2019) - 2018
- [j2]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
The role of image representations in vision to language tasks. Nat. Lang. Eng. 24(3): 415-439 (2018) - [c17]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BMVC 2018: 306 - [c16]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BlackboxNLP@EMNLP 2018: 381-383 - [c15]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
Defoiling Foiled Image Captions. NAACL-HLT (2) 2018: 433-438 - [c14]Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia:
Object Counts! Bringing Explicit Detections Back into Image Captioning. NAACL-HLT 2018: 2180-2193 - [c13]Chiraag Lala, Pranava Swaroop Madhyastha, Carolina Scarton, Lucia Specia:
Sheffield Submissions for WMT18 Multimodal Translation Shared Task. WMT (shared task) 2018: 624-631 - [i8]Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia:
Object Counts! Bringing Explicit Detections Back into Image Captioning. CoRR abs/1805.00314 (2018) - [i7]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
Defoiling Foiled Image Captions. CoRR abs/1805.06549 (2018) - [i6]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
End-to-end Image Captioning Exploits Multimodal Distributional Similarity. CoRR abs/1809.04144 (2018) - [i5]Nils Holzenberger, Shruti Palaskar, Pranava Madhyastha, Florian Metze, Raman Arora:
Learning from Multiview Correlations in Open-Domain Videos. CoRR abs/1811.08890 (2018) - 2017
- [j1]Chiraag Lala, Pranava Madhyastha, Josiah Wang, Lucia Specia:
Unraveling the Contribution of Image Captioning and Neural Machine Translation for Multimodal Machine Translation. Prague Bull. Math. Linguistics 108: 197-208 (2017) - [c12]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: 450-457 - [c11]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: 2715-2719 - [c10]Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni:
Prepositional Phrase Attachment over Word Embedding Products. IWPT 2017: 32-43 - [c9]Frédéric Blain, Lucia Specia, Pranava Madhyastha:
Exploring Hypotheses Spaces in Neural Machine Translation. MTSummit (1) 2017: 282-298 - [c8]Pranava Swaroop Madhyastha, Cristina España-Bonet:
Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation. Rep4NLP@ACL 2017: 139-145 - [c7]Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia:
Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation. WMT 2017: 470-476 - 2016
- [c6]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: 552-557 - [c5]Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Mapping Unseen Words to Task-Trained Embedding Spaces. Rep4NLP@ACL 2016: 100-110 - [c4]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: 463-468 - [i3]Pranava Swaroop Madhyastha, Cristina España-Bonet:
Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation. CoRR abs/1608.01910 (2016) - 2015
- [c3]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: 18-28 - [c2]Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni:
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison. ICLR (Workshop) 2015 - [i2]Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer:
Structured Prediction with Output Embeddings for Semantic Image Annotation. CoRR abs/1509.02130 (2015) - [i1]Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu:
Mapping Unseen Words to Task-Trained Embedding Spaces. CoRR abs/1510.02387 (2015) - 2014
- [c1]Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni:
Learning Task-specific Bilexical Embeddings. COLING 2014: 161-171
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