SUMMA - Scalable Understanding of Mulitingual Media

Research output

Research output per year 2015 2017 2018 2021

• 53 Conference contribution
• 4 Article
• 1 Chapter (peer-reviewed)
• 1 Poster

Research output per year

Research output per year

Search results

• 2021

  Text Generation from Discourse Representation Structures

  Liu, J., Cohen, S. B. & Lapata, M., 6 Jun 2021, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Online: Association for Computational Linguistics, p. 397-415 19 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Discourse Representation Structure 100%
  • Level Representation 16%
• 2020

  A Latent Morphology Model for Open-Vocabulary Neural Machine Translation

  Ataman, D., Aziz, W. & Birch, A., 30 Apr 2020, Proceedings of the International Conference on Learning Representations 2020. p. 1-15 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Automatic Translation 100%
  • Morphology 100%
  • Word Formation 100%
  • Surface Form 66%
  • Architecture 33%

• Speaker adaptive training using model agnostic meta-learning

  Klejch, O., Fainberg, J., Bell, P. & Renals, S., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers, p. 881-888 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Independent Parameter 100%
• 2019

  On the Importance of Word Boundaries in Character-level Neural Machine Translation

  Ataman, D., Firat, O., Di Gangi, M. A., Federico, M. & Birch, A., 4 Nov 2019, Proceedings of the 3rd Workshop on Neural Generation and Translation. Hong Kong: Association for Computational Linguistics, p. 187-193 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Automatic Translation 100%
  • Machine Translation 100%
  • Morphology 100%
  • Subword 37%
  • translation model 37%

• Lattice-based lightly-supervised acoustic model training

  Fainberg, J., Klejch, O., Renals, S. & Bell, P., 19 Sept 2019, Proceedings Interspeech 2019. International Speech Communication Association, p. 1596-1600 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Broadcast Domain 100%
  • Matching Error 100%

• Jointly Extracting and Compressing Documents with Summary State Representations

  Mendes, A., Narayan, S., Miranda, S., Marinho, Z., Martins, A. F. T. & Cohen, S., 7 Jun 2019, Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics. Burstein, J., Doran, C. & Solorio, T. (eds.). Minneapolis, Minnesota: Association for Computational Linguistics (ACL), Vol. 1. p. 3955–3966 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Convolutional Neural Network 100%
  • Extractive Summarization 50%
  • Text Summarization 50%

• Structural Neural Encoders for AMR-to-text Generation

  Damonte, M. & Cohen, S., 7 Jun 2019, Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics. Burstein, J., Doran, C. & Solorio, T. (eds.). Minneapolis, Minnesota: Association for Computational Linguistics (ACL), Vol. 1. p. 3649–3658 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Graph Representation 100%
  • Coder 100%
  • Sequence Model 50%
  • Reentrant 25%
  • Seq2Seq 25%

• Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model

  Liu, J., Cohen, S. B. & Lapata, M., 23 May 2019, Proceedings of the IWCS Shared Task on Semantic Parsing. Gothenburg, Sweden: Association for Computational Linguistics, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Parsing 100%
  • Recurrent Neural Network 100%
  • Discourse Representation Structure 100%
  • Open Source 25%
  • Translation System 25%
• 2018

  Canonical Correlation Inference for Mapping Abstract Scenes to Text

  Papasarantopoulos, N., Jiang, H. & Cohen, S., 7 Dec 2018, (E-pub ahead of print) Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). Association for the Advancement of Artificial Intelligence, p. 5358-5365 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Correlation Analysis 100%
  • Textual Description 100%
  • Learning Algorithm 100%

• Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

  Narayan, S., Cohen, S. & Lapata, M., Nov 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium : Association for Computational Linguistics, p. 1797-1807 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Convolutional Neural Network 100%
  • And-States 50%
  • Range Dependency 50%

• Multilingual Clustering of Streaming News

  Miranda, S., Znotins, A., Cohen, S. & Barzdins, G., Nov 2018, 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium: Association for Computational Linguistics, p. 4535-4544 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Multiple Language 100%
  • clustering approach 100%

• Privacy-preserving Neural Representations of Text

  Coavoux, M., Narayan, S. & Cohen, S., Nov 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium : Association for Computational Linguistics, p. 1-10 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Neural Representation 100%
  • Privacy Preserving 100%
  • Attackers 66%
  • Neural Network 33%
  • Natural Language Processing 33%

• The University of Edinburgh's Submission to the WMT18 News Translation Task

  Haddow, B., Bogoychev, N., Emelin, D., Germann, U., Grundkiewicz, R., Heafield, K., Miceli Barone, A. & Sennrich, R., Oct 2018, Proceedings of the EMNLP 2018 Third Conference on Machine Translation (WMT18). Brussels, Belgium: Association for Computational Linguistics, p. 399-409 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • University of Edinburgh 100%
  • News translation 100%
  • Variant 50%
  • Data selection 50%

• Learning to Adapt: a Meta-learning Approach for Speaker Adaptation

  Klejch, O., Fainberg, J. & Bell, P., Sept 2018, Proc. of Interspeech 2018. Hyderabad, India: ISCA, p. 867-871 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning Approach 100%
  • Meta-Learning 100%
  • Speaker 100%
  • Adaptation Data 50%
  • Speech Recognition System 50%

• Local String Transduction as Sequence Labeling

  Ribeiro, J., Narayan, S., Cohen, S. & Carreras, X., 31 Aug 2018, 27th International Conference on Computational Linguistics (COLING 2018). Santa Fe, New-Mexico, USA: Association for Computational Linguistics (ACL), p. 1360-1371 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Optical Character Recognition 100%
  • Seq2Seq 100%
  • Range Dependency 100%

• Dynamic Evaluation of Neural Sequence Models

  Krause, B., Kahembwe, E., Murray, I. & Renals, S., 15 Jul 2018, Proceedings of the 35th International Conference on Machine Learning. Dy, J. & Krause, A. (eds.). Stockholmsmässan, Stockholm Sweden: PMLR, p. 2766-2775 10 p. (Proceedings of Machine Learning Research; vol. 80).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Sequence Model 100%
  • Gradient Descent 100%
  • Evaluation Approach 50%
  • Sequential Pattern 50%

• Discourse Representation Structure Parsing

  Liu, J., Cohen, S. & Lapata, M., Jul 2018, 56th Annual Meeting of the Association for Computational Linguistics. Melbourne, Australia: Association for Computational Linguistics (ACL), p. 429-439 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Parsing 100%
  • Discourse Representation Structure 100%
  • Discourse Representation 33%
  • Experimental Result 33%
  • Decoding Process 33%

• Document Modeling with External Attention for Sentence Extraction

  Narayan, S., Cardenas, R., Papasarantopoulos, N., Cohen, S., Lapata, M., Yu, J. & Chang, Y., Jul 2018, 56th Annual Meeting of the Association for Computational Linguistics. Melbourne, Australia : Association for Computational Linguistics, p. 2020-2030 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • TensorFlow 100%

• Stock Movement Prediction from Tweets and Historical Prices

  Xu, Y. & Cohen, S., Jul 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) . Melbourne, Australia : Association for Computational Linguistics, p. 1970-1979 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Art Performance 100%
  • Continuous Latent Variable 100%
  • Topic Modeling 100%
  • Deep Generative Model 100%

• SUMMA: Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring

  Germann, U., Liepins, R., Gosko, D. & Barzdins, G., Jul 2018, Proceedings of the ACL 2018 Workshop for Natural Language Processing Open Source Software. Melbourne, Australia : Association for Computational Linguistics, p. 47-51 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Open Source Platform 100%
  • Use Case 100%
  • Open Source 100%
  • Lingua Franca 100%
  • Distributed Architecture 100%

• The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring

  Germann, U., Liepins, R., Barzdins, G., Gosko, D., Miranda, S. & Nogueira, D., Jul 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Demo Session. Melbourne, Australia: Association for Computational Linguistics, p. 99-104 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Use Case 100%
  • Open Source 100%
  • Multimedia 100%
  • Distributed Architecture 100%
  • System Implementation 100%

• Word Error Rate Estimation for Speech Recognition: e-WER

  Ali, A. & Renals, S., Jul 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Melbourne, Australia : Association for Computational Linguistics (ACL), p. 20-24 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Speech Recognition 100%
  • Word Error Rate 100%
  • Speech Recognition System 10%
  • Recognition Result 10%
  • Root Mean Squared Error 10%

• Abstract Meaning Representation for Paraphrase Detection

  Issa, F., Damonte, M., Cohen, S., Yan, X. & Chang, Y., 6 Jun 2018, (E-pub ahead of print) The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. New Orleans, Louisiana, USA: Association for Computational Linguistics, p. 442-452 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Paraphrase 100%
  • Meaning representation 100%
  • Realization 100%
  • Corpus 20%
  • Canonical 20%

• Cross-lingual Abstract Meaning Representation Parsing

  Damonte, M. & Cohen, S., 6 Jun 2018, (E-pub ahead of print) The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. New Orleans, Louisiana: Association for Computational Linguistics (ACL), p. 1146-1155 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Annotation 100%
  • Parsing 100%
  • Target Language 100%
  • Parallel Corpus 100%
  • Gold Standard Data 100%

• Ranking Sentences for Extractive Summarization with Reinforcement Learning

  Narayan, S., Cohen, S. B. & Lapata, M., 6 Jun 2018, Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). New Orleans, Louisiana : Association for Computational Linguistics (ACL), p. 1747-1759 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Reinforcement Learning 100%
  • Extractive Summarization 100%
  • Evaluation Metric 50%
  • Convolutional Neural Network 50%
  • Information Content 50%

• The SUMMA Platform: Scalable Understanding of Multilingual Media

  Germann, U., van der Kreeft, P., Barzdins, G. & Birch-Mayne, A., 28 May 2018, p. 353. 1 p.

  Research output: Contribution to conference › Poster

  Open Access

  File

  • Open-Source Software Platform 100%
  • Live Medium 100%

• Hierarchical recurrent neural network for story segmentation using fusion of lexical and acoustic features

  Tsunoo, E., Klejch, O., Bell, P. & Renals, S., 25 Jan 2018, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers, p. 525-532 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Recurrent Neural Network 100%
  • Acoustic Feature 100%
  • Topic Modeling 50%
  • Hierarchical Model 25%
  • Layer Modeling 25%

• Speech Recognition Challenge in the Wild: Arabic MGB-3

  Ali, A., Vogel, S. & Renals, S., 25 Jan 2018, IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2017). Institute of Electrical and Electronics Engineers, p. 316-322 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Genre 100%
  • Speech Recognition 100%
  • TV 100%
  • Egyptians 66%
  • Arabic dialects 66%

• WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition

  Ali, A., Nakov, P., Bell, P. & Renals, S., 25 Jan 2018, IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2017). Institute of Electrical and Electronics Engineers, p. 141-148 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Automatic Speech Recognition 100%
  • Variant 100%
  • Speech Recognition 100%
  • Word Error Rate 100%
  • Machine Translation 100%

• Whodunnit? Crime Drama as a Case for Natural Language Understanding

  Frermann, L., Cohen, S. & Lapata, M., 11 Jan 2018, In: Transactions of the Association for Computational Linguistics. 6, p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Natural-Language Understanding 100%
  • Whodunnit 100%
  • Testbed 50%
  • Inference Task 50%
  • Long Short-Term Memory Network 50%
• 2017

  The Samsung and University of Edinburgh’s submission to IWSLT17

  Przybysz, P., Chochowski, M., Sennrich, R., Haddow, B. & Birch-Mayne, A., 15 Dec 2017, (E-pub ahead of print) Proceedings of the 14th International Workshop on Spoken Language Translation. Sakti, S. & Utiyama, M. (eds.). Tokyo, Japan, p. 23-28 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Joints (Structural Components) 100%
  • Noisy Data 100%
  • Domain Adaptation 100%
  • Training Data 100%

• Distant Speech Recognition Experiments Using the AMI Corpus

  Renals, S. & Swietojanski, P., 30 Oct 2017, New Era for Robust Speech Recognition: Exploiting Deep Learning. Springer, p. 355-368 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  File

  • Single Channel 100%
  • Microphone Array 100%
  • Beamforming 100%
  • Multichannel Signal Processing 100%
  • Speech Recognition 100%

• Predicting Target Language CCG Supertags Improves Neural Machine Translation

  Nadejde, M., Reddy, S., Sennrich, R., Dwojak, T., Junczys-Dowmunt, M., Koehn, P. & Birch, A., 11 Sept 2017, Proceedings of the Conference on Machine Translation (WMT), Volume 1: Research Papers. Copenhagen, Denmark: Association for Computational Linguistics, p. 68-79 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Machine Translation 100%
  • Target Language 100%
  • Automatic Translation 100%
  • Syntactic Information 50%
  • Syntactic Phenomenon 50%

• Split and Rephrase

  Narayan, S., Gardent, C., Cohen, S. & Shimorina, A., 11 Sept 2017, The 2017 Conference on Empirical Methods on Natural Language Processing (EMNLP). Association for Computational Linguistics (ACL), p. 606-616 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Complex Sentence 100%
  • Natural Language Processing 100%
  • Dyslexia 100%
  • Translation System 50%
  • Machine Translation 50%

• Deep Architectures for Neural Machine Translation

  Miceli Barone, A. V., Helcl, J., Sennrich, R., Haddow, B. & Birch, A., 8 Sept 2017, Proceedings of the Second Conference on Machine Translation, Volume 1: Research Papers. Copenhagen, Denmark: Association for Computational Linguistics, p. 99-107 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Recurrent Neural Network 100%
  • Machine Translation 100%
  • Deep Architecture 100%
  • translation quality 20%
  • Graphics Processing Unit 20%

• The University of Edinburgh’s Neural MT Systems for WMT17

  Sennrich, R., Birch, A., Currey, A., Germann, U., Haddow, B., Heafield, K., Miceli Barone, A. V. & Williams, P., 8 Sept 2017, Proceedings of the Second Conference on Machine Translation. Association for Computational Linguistics (ACL), p. 389-399 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • University of Edinburgh 100%
  • Architecture 100%
  • Monolingual 50%
  • machine translation system 50%
  • News translation 50%

• The WebNLG Challenge: Generating Text from RDF Data

  Gardent, C., Shimorina, A., Narayan, S. & Perez-Beltrachini, L., 7 Sept 2017, Proceedings of the 10th International Natural Language Generation conference (INLG). ACL Anthology, p. 124–133 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Evaluation Methodology 100%
  • Participating System 100%
  • Data Preparation 100%
  • Generation System 100%

• Factorised representations for neural network adaptation to diverse acoustic environments

  Fainberg, J., Renals, S. & Bell, P., 24 Aug 2017, Proceedings Interspeech 2017. International Speech Communication Association, p. 749-753 5 p. (Interspeech).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Neural Network 100%
  • Acoustic Noise 100%
  • Information Environment 50%
  • Trained Network 50%
  • Perform Experiment 50%

• Hierarchical Recurrent Neural Network for Story Segmentation

  Tsunoo, E., Bell, P. & Renals, S., 24 Aug 2017, Proceedings Interspeech 2017. International Speech Communication Association, p. 2919-2923 5 p. (Interspeech).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Recurrent Neural Network 100%
  • Bidirectional Long Short-Term Memory Network 50%
  • Topic Modeling 50%
  • Network Layer 25%
  • Segmentation Performance 25%

• Creating Training Corpora for NLG Micro-Planning

  Gardent, C., Shimorina, A., Narayan, S. & Perez-Beltrachini, L., 4 Aug 2017, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Vancouver, Canada: Association for Computational Linguistics (ACL), p. 179-188 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Knowledge Base 100%

• Latent-Variable PCFGs: Background and Applications

  Cohen, S., 14 Jul 2017, Proceedings of the 15th Meeting on the Mathematics of Language . Association for Computational Linguistics (ACL), p. 47–58 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Context-Free Grammars 100%
  • Parsing 50%
  • Contextual Information 50%
  • Probabilistic Context 50%
  • Latent Variable Model 50%

• Small-footprint highway deep neural networks for speech recognition

  LU, L. & Renals, S., Jul 2017, In: IEEE/ACM Transactions on Audio, Speech and Language Processing. 25, 7, p. 1502-1511 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Speech Recognition 100%
  • Deep Neural Network 100%
  • Model Parameter 42%
  • Neural Network 14%
  • Adaptation Data 14%

• Sequence-to-Sequence Models for Punctuated Transcription Combing Lexical and Acoustic Features

  Klejch, O., Bell, P. & Renals, S., 19 Jun 2017, The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017). Institute of Electrical and Electronics Engineers, p. 5700-5704 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Sequence Model 100%
  • Acoustic Feature 100%
  • Seq2Seq 100%
  • Machine Translation 50%
  • Level Representation 25%

• An Incremental Parser for Abstract Meaning Representation

  Damonte, M., Cohen, S. B. & Satta, G., 7 Apr 2017, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. Valencia, Spain : Association for Computational Linguistics (ACL), p. 536-546 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Annotation 100%
  • Semantic Role Labeling 100%
  • Named Entity Recognition 100%
  • Semantic Representation 100%
  • Disambiguation 100%

• How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs

  Sennrich, R., 7 Apr 2017, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers. Valencia, Spain : Association for Computational Linguistics (ACL), p. 376-382 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Contrastive 100%
  • Automatic Translation 100%
  • Machine Translation 100%
  • Linguistics 66%
  • Large Scale Data 50%

• Nematus: a Toolkit for Neural Machine Translation

  Sennrich, R., Firat, O., Cho, K., Birch-Mayne, A., Haddow, B., Hitschler, J., Junczys-Dowmunt, M., Läubli, S., Miceli Barone, A. V., Mokry, J. & Nadejde, M., 7 Apr 2017, Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain : Association for Computational Linguistics (ACL), p. 65-68 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Automatic Translation 100%
  • Tool-kits 100%

• The SUMMA Platform Prototype

  Liepins, R., Germann, U., Barzdins, G., Birch, A., Renals, S., Weber, S., Kreeft, P. V. D., Bourlard, H., Prieto, J., Klejch, O., Bell, P., Lazaridis, A., Mendes, A., Riedel, S., Almeida, M. S. C., Balage, P., Cohen, S., Dwojak, T., Garner, P. & Giefer, A. & 25 others, Junczys-Dowmunt, M., Imrani, H., Nogueira, D., Ali, A., Miranda, S., Popescu-Belis, A., Werlen, L. M., Papasarantopoulos, N., Obamuyide, A., Jones, C., Dalvi, F., Vlachos, A., Wang, Y., Tong, S., Sennrich, R., Pappas, N., Narayan, S., Damonte, M., Durrani, N., Khurana, S., Abdelali, A., Sajjad, H., Vogel, S., Sheppey, D. & Hernon, C., 7 Apr 2017, Proceedings of the EACL 2017 Software Demonstrations. London. UK: Association for Computational Linguistics (ACL), p. 116–119 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Knowledge Base 100%
  • Parsing 100%
  • Natural Language Processing 100%
  • Speech Recognition 100%
  • Factual Knowledge 100%

• Punctuated Transcription of Multi-genre Broadcasts Using Acoustic and Lexical Approaches

  Klejch, O., Bell, P. & Renals, S., 9 Feb 2017, 2016 IEEE Workshop on Spoken Language Technology. Institute of Electrical and Electronics Engineers, p. 433-440 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Speech Recognition 100%
  • Machine Translation 100%
  • Exclamation Mark 100%
  • Broadcast Medium 100%
  • Acoustic Feature 100%

• The MGB-2 Challenge: Arabic Multi-Device Broadcast Media Recognition

  Ali, A., Bell, P., Glass, J., Messaoui, Y., Mubarak, H., Renals, S. & Zhang, Y., 9 Feb 2017, 2016 IEEE Workshop on Spoken Language Technology. Institute of Electrical and Electronics Engineers, p. 279-284 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • TV 100%
  • Logopedics 100%
  • Phoneme 50%
  • Language Modeling 50%
  • Grapheme 50%

• Multitask Learning of Context-Dependent Targets in Deep Neural Network Acoustic Models

  Bell, P., Swietojanski, P. & Renals, S., 1 Feb 2017, In: IEEE/ACM Transactions on Audio, Speech and Language Processing. 25, 2, p. 238 - 247 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Automatic Speech Recognition 16%
  • Neural Network System 16%
  • Training Sequence 16%