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Pranava 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) - 2021
- [j6]Lucia Specia
Read, spot and translate. Mach. Transl. 35(2): 145-165 (2021) - [j5]Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem
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
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
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
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
Distilling Translations with Visual Awareness. ACL (1) 2019: 6525-6538 - [c23]Pranava Madhyastha
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions. ACL (1) 2019: 6539-6550 - [c21]Julia Ive, Pranava Madhyastha
Deep Copycat Networks for Text-to-Text Generation. EMNLP/IJCNLP (1) 2019: 3225-3234 - [c19]Ozan Caglayan, Pranava Madhyastha
Probing the Need for Visual Context in Multimodal Machine Translation. NAACL-HLT (1) 2019: 4159-4170 - [c18]Julian Chow, Lucia Specia
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) - [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
The role of image representations in vision to language tasks. Nat. Lang. Eng. 24(3): 415-439 (2018) - [c17]Pranava Swaroop Madhyastha
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BMVC 2018: 306 - [c16]Pranava Swaroop Madhyastha
End-to-end Image Captioning Exploits Distributional Similarity in Multimodal Space. BlackboxNLP@EMNLP 2018: 381-383 - [c15]Pranava Swaroop Madhyastha
Defoiling Foiled Image Captions. NAACL-HLT (2) 2018: 433-438 - [c14]Josiah Wang, Pranava Swaroop Madhyastha
Object Counts! Bringing Explicit Detections Back into Image Captioning. NAACL-HLT 2018: 2180-2193 - [c13]Chiraag Lala, Pranava Swaroop Madhyastha
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) - 2017
- [j1]Chiraag Lala, Pranava Madhyastha
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
Exploring the use of acoustic embeddings in neural machine translation. ASRU 2017: 450-457 - [c11]Salil Deena, Raymond W. M. Ng, Pranava Swaroop Madhyastha
Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features. INTERSPEECH 2017: 2715-2719 - [c9]Frédéric Blain, Lucia Specia, Pranava Madhyastha:
Exploring Hypotheses Spaces in Neural Machine Translation. MTSummit (1) 2017: 282-298 - [c7]Pranava Swaroop Madhyastha
Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation. WMT 2017: 470-476
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