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Marina Litvak

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affiliation: Shamoon Academic College of Engineering, Be'er Sheva, Israel

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2024
[j14]
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Meirav Taieb-Maimon, Aleksandr Romanovski-Chernik, Mark Last, Marina Litvak, Michael Elhadad:
Mining Eye-Tracking Data for Text Summarization. Int. J. Hum. Comput. Interact. 40(17): 4887-4905 (2024)
[j13]
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Natalia Vanetik, Margarita Tiamanova, Genady Kogan, Marina Litvak:
Genre Classification of Books in Russian with Stylometric Features: A Case Study. Inf. 15(6): 340 (2024)
[j12]
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Ricardo Campos, Alípio M. Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak, João Paulo Cordeiro, Conceição Rocha, Hugo O. Sousa, Behrooz Mansouri:
Report on the 7th International Workshop on Narrative Extraction from Texts (Text2Story 2024) at ECIR 2024. SIGIR Forum 58(1): 1-11 (2024)
2023
[j11]
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Irina Rabaev, Marina Litvak:
Automated gender classification from handwriting: a systematic survey. Appl. Intell. 53(13): 17154-17177 (2023)
[j10]
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Ricardo Campos, Alípio M. Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak, João Paulo Cordeiro, Conceição Rocha, Hugo O. Sousa, Behrooz Mansouri:
Report on the 6th International Workshop on Narrative Extraction from Texts (Text2Story 2023) at ECIR 2023. SIGIR Forum 57(1): 10:1-10:12 (2023)
[j9]
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Marina Litvak, Irina Rabaev, Ricardo Campos, Alípio M. Jorge, Adam Jatowt:
Report on the 1st Workshop on Implicit Author Characterization from Texts for Search and Retrieval (IACT 2023) at SIGIR 2023. SIGIR Forum 57(2): 12:1-12:6 (2023)
2022
[j8]
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Lin Miao, Mark Last, Marina Litvak:
Tracking social media during the COVID-19 pandemic: The case study of lockdown in New York State. Expert Syst. Appl. 187: 115797 (2022)
[j7]
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Irina Rabaev, Izadeen Alkoran, Odai Wattad, Marina Litvak:
Automatic Gender and Age Classification from Offline Handwriting with Bilinear ResNet. Sensors 22(24): 9650 (2022)
[j6]
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Ricardo Campos, Alípio M. Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak, João Paulo Cordeiro, Conceição Rocha, Hugo O. Sousa, Behrooz Mansouri:
Report on the 5th International Workshop on Narrative Extraction from Texts (Text2Story 2022) at ECIR 2022. SIGIR Forum 56(1): 10:1-10:10 (2022)
2020
[j5]
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Natalia Vanetik, Marina Litvak, Elena Churkin, Mark Last:
An unsupervised constrained optimization approach to compressive summarization. Inf. Sci. 509: 22-35 (2020)
2017
[j4]
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Jahna Otterbacher, Chee Siang Ang, Marina Litvak, David Atkins:
Show Me You Care: Trait Empathy, Linguistic Style, and Mimicry on Facebook. ACM Trans. Internet Techn. 17(1): 6:1-6:22 (2017)
2014
[j3]
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Marina Litvak, Natalia Vanetik:
Multi-document Summarization using Tensor Decomposition. Computación y Sistemas 18(3) (2014)
2013
[j2]
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Marina Litvak, Mark Last:
Cross-lingual training of summarization systems using annotated corpora in a foreign language. Inf. Retr. 16(5): 629-656 (2013)
[j1]
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Marina Litvak, Mark Last, Abraham Kandel:
DegExt: a language-independent keyphrase extractor. J. Ambient Intell. Humaniz. Comput. 4(3): 377-387 (2013)

Conference and Workshop Papers

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2024
[c45]
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Dingxin Hu, Xuanyu Zhang, Xingyue Zhang, Yiyang Li, Dongsheng Chen, Marina Litvak, Natalia Vanetik, Qing Yang, Dongliang Xu, Yanquan Zhou, Lei Li, Yuze Li, Yingqi Zhu:
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning. LREC/COLING 2024: 8792-8803
[c44]
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Ricardo Campos, Alípio Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
The 7^th International Workshop on Narrative Extraction from Texts: Text2Story 2024. ECIR (5) 2024: 391-397
2023
[c43]
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Natalia Vanetik, Elizaveta Podkaminer, Marina Litvak:
Summarizing Financial Reports with Positional Language Model. IEEE Big Data 2023: 2877-2883
[c42]
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Elias Zavitsanos, Aris Kosmopoulos, George Giannakopoulos, Marina Litvak, Blanca Carbajo-Coronado, Antonio Moreno-Sandoval, Mo El-Haj:
The Financial Narrative Summarisation Shared Task (FNS 2023). IEEE Big Data 2023: 2890-2896
[c41]
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Natalia Vanetik, Marina Litvak, Lin Miao:
Cross-lingual Transfer Learning for Detecting Negative Campaign in Israeli Municipal Elections: a Case Study. Text2Story@ECIR 2023: 83-92
[c40]
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Ricardo Campos, Alípio Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
The 6^th International Workshop on Narrative Extraction from Texts: Text2Story 2023. ECIR (3) 2023: 377-383
[c39]
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Jenny Guber, Iris Reinhartz-Berger, Marina Litvak:
Empirical Exploration of Open-Source Issues for Predicting Privacy Compliance. ER (Workshops) 2023: 63-73
[c38]
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Irina Rabaev, Marina Litvak, Vladimir Younkin, Ricardo Campos, Alípio Mário Jorge, Adam Jatowt:
The Competition on Automatic Classification of Literary Epochs. IACT@SIGIR 2023: 49-56
[c37]
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Natalia Vanetik, Marina Litvak, Egor Reviakin, Margarita Tiamanova:
Propaganda Detection in Russian Telegram Posts in the Scope of the Russian Invasion of Ukraine. RANLP 2023: 1162-1170
[c36]
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Marina Litvak, Irina Rabaev, Ricardo Campos, Alípio Mário Jorge, Adam Jatowt:
The 1st International Workshop on Implicit Author Characterization from Texts for Search and Retrieval (IACT'23). SIGIR 2023: 3479-3482
[c35]
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Nadav Ishai, Dolev Peretz, Natalia Vanetik, Marina Litvak:
Teledermatologist: Automated Diagnosis of Skin Diseases with Image Recognition. VCIP 2023: 1
2022
[c34]
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Ricardo Campos, Alípio Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
The 5^th International Workshop on Narrative Extraction from Texts: Text2Story 2022. ECIR (2) 2022: 552-556
[c33]
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Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik:
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. AACL/IJCNLP (1) 2022: 575-586
[c32]
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Marina Litvak, Natalia Vanetik, Chaya Liebeskind, Omar Hmdia, Rizek Abu Madeghem:
Offensive language detection in Hebrew: can other languages help? LREC 2022: 3715-3723
2021
[c31]
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Irina Rabaev, Marina Litvak, Sean Asulin, Or Haim Tabibi:
Automatic Gender Classification from Handwritten Images: A Case Study. CAIP (2) 2021: 329-339
[c30]
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Sarit Divekar, Irina Rabaev, Marina Litvak:
Urban Planter: A Web App for Automatic Classification of Urban Plants. VCIP 2021: 1
[c29]
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  - conf/vcip/KreinisDLLR21
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Alex Kreinis, Tom Damri, Tomer Leon, Marina Litvak, Irina Rabaev:
Telemoji: A video chat with automated recognition of facial expressions. VCIP 2021: 1
2020
[c28]
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Lin Miao, Mark Last, Marina Litvak:
Twitter Data Augmentation for Monitoring Public Opinion on COVID-19 Intervention Measures. NLP4COVID@EMNLP 2020
[c27]
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Natalia Vanetik, Marina Litvak, Sergey Shevchuk, Lior Reznik:
Automated Discovery of Mathematical Definitions in Text. LREC 2020: 2086-2094
[c26]
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Lin Miao, Mark Last, Marina Litvak:
Detecting Troll Tweets in a Bilingual Corpus. LREC 2020: 6247-6254
2019
[c25]
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  - conf/cicling/LitvakVV19
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Marina Litvak, Natalia Vanetik, Yael Veksler:
EASY: Evaluation System for Summarization. CICLing (2) 2019: 529-545
[c24]
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  - conf/conll/LiLLVH19
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Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Zuying Huang:
In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes. CoNLL 2019: 822-832
[c23]
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Lei Li, Zuying Huang, Natalia Vanetik, Marina Litvak:
Quality-Diversity Summarization with Unsupervised Autoencoders. ICANN (4) 2019: 293-299
2018
[c22]
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Elena Churkin, Mark Last, Marina Litvak, Natalia Vanetik:
Sentence Compression as a Supervised Learning with a Rich Feature Space. CICLing (2) 2018: 261-271
[c21]
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  - conf/simbig/OrlovL18
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Michael Orlov, Marina Litvak:
Using Behavior and Text Analysis to Detect Propagandists and Misinformers on Twitter. SIMBig 2018: 67-74
[c20]
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Marina Litvak:
Deep Dive into Authorship Verification of Email Messages with Convolutional Neural Network. SIMBig 2018: 129-136
[c19]
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Natalia Vanetik, Marina Litvak:
DRIM: MDL-Based Approach for Fast Diverse Summarization. WI 2018: 660-663
[c18]
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Marina Litvak, Natalia Vanetik, Itzhak Eretz Kdosha:
HEvaS: Headline Evaluation System. WI 2018: 664-667
2017
[c17]
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  - conf/acl-multiling/GiannakopoulosC17
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George Giannakopoulos, John M. Conroy, Jeff Kubina, Peter A. Rankel, Elena Lloret, Josef Steinberger, Marina Litvak, Benoît Favre:
MultiLing 2017 Overview. MultiLing@EACL 2017: 1-6
[c16]
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Marina Litvak, Natalia Vanetik:
Query-based summarization using MDL principle. MultiLing@EACL 2017: 22-31
[c15]
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Marina Litvak, Natalia Vanetik, Lei Li:
Summarizing Weibo with Topics Compression. CICLing (2) 2017: 522-534
2016
[c14]
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Marina Litvak, Natalia Vanetik, Mark Last, Elena Churkin:
MUSEEC: A Multilingual Text Summarization Tool. ACL (System Demonstrations) 2016: 73-78
[c13]
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Marina Litvak, Jahna Otterbacher, Chee Siang Ang, David Atkins:
Social and linguistic behavior and its correlation to trait empathy. PEOPLES@COLING 2016: 128-137
[c12]
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Marina Litvak, Natalia Vanetik, Efi Levi, Michael Roistacher:
What's up on Twitter? Catch up with TWIST! COLING (Demos) 2016: 213-217
2015
[c11]
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Marina Litvak, Natalia Vanetik, Chunlei Liu, Lemin Xiao, Onur Savas:
Improving Summarization Quality with Topic Modeling. TM@CIKM 2015: 39-47
[c10]
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Marina Litvak, Mark Last, Natalia Vanetik:
Krimping texts for better summarization. EMNLP 2015: 1931-1935
[c9]
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  - conf/naacl/ColmenaresLMS15
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Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri:
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. HLT-NAACL 2015: 133-142
[c8]
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Natalia Vanetik, Marina Litvak:
Multilingual Summarization with Polytope Model. SIGDIAL Conference 2015: 227-231
2013
[c7]
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  - conf/ic3k/LitvakM13
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Marina Litvak, Leon Matz:
SmartNews: Bringing Order into Comments Chaos. KDIR/KMIS 2013: 191-196
[c6]
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Marina Litvak, Leon Matz:
SmartNews: Towards content-sensitive ranking of comments. IJCNLP 2013: 37-40
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Marina Litvak, Natalia Vanetik:
Mining the Gaps: Towards Polynomial Summarization. IJCNLP 2013: 655-660
2012
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Marina Litvak, Natalia Vanetik:
Polytope Model for Extractive Summarization. KDIR 2012: 281-286
2011
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Marina Litvak, Mark Last, Hen Aizenman, Inbal Gobits, Abraham Kandel:
DegExt - A Language-Independent Graph-Based Keyphrase Extractor. AWIC 2011: 121-130
2010
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Marina Litvak, Mark Last, Menahem Friedman:
A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm. ACL 2010: 927-936
2007
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Marina Litvak, Mark Last, Slava Kisilevich:
Classification of Web Documents Using Concept Extraction from Ontologies. AIS-ADM 2007: 287-292

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2024
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Ricardo Campos, Alípio Mário Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
Proceedings of Text2Story - Seventh Workshop on Narrative Extraction From Texts held in conjunction with the 46th European Conference on Information Retrieval (ECIR 2024), Glasgow, Scotland, UK, March 24, 2024. CEUR Workshop Proceedings 3671, CEUR-WS.org 2024 [contents]
2023
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Ricardo Campos, Alípio Mário Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
Proceedings of Text2Story - Sixth Workshop on Narrative Extraction From Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, April 2, 2023. CEUR Workshop Proceedings 3370, CEUR-WS.org 2023 [contents]
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Marina Litvak, Irina Rabaev, Ricardo Campos, Alípio Mário Jorge, Adam Jatowt:
Proceedings of the IACT - The 1st International Workshop on Implicit Author Characterization from Texts for Search and Retrieval held in conjunction with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), Taipei, Taiwan, July 27, 2023. CEUR Workshop Proceedings 3477, CEUR-WS.org 2023 [contents]
2022
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Ricardo Campos, Alípio Mário Jorge, Adam Jatowt, Sumit Bhatia, Marina Litvak:
Proceedings of Text2Story - Fifth Workshop on Narrative Extraction From Texts held in conjunction with the 44th European Conference on Information Retrieval (ECIR 2022), Stavanger, Norway, April 10, 2022. CEUR Workshop Proceedings 3117, CEUR-WS.org 2022 [contents]
2017
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George Giannakopoulos, Elena Lloret, John M. Conroy, Josef Steinberger, Marina Litvak, Peter A. Rankel, Benoît Favre:
Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, MultiLing@EACL 2017, Valencia, Spain, April 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-41-8 [contents]

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2024
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Yiyang Li, Lei Li, Dingxin Hu, Xueyi Hao, Marina Litvak, Natalia Vanetik, Yanquan Zhou:
Improving Factual Error Correction for Abstractive Summarization via Data Distillation and Conditional-generation Cloze. CoRR abs/2402.08581 (2024)
2022
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Yiyang Li, Lei Li, Qing Yang, Marina Litvak, Natalia Vanetik, Dingxin Hu, Yuze Li, Yanquan Zhou, Dongliang Xu, Xuanyu Zhang:
Just ClozE! A Fast and Simple Method for Evaluating the Factual Consistency in Abstractive Summarization. CoRR abs/2210.02804 (2022)
2021
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Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi:
Subjective Bias in Abstractive Summarization. CoRR abs/2106.10084 (2021)
2020
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Natalia Vanetik, Marina Litvak, Sergey Shevchuk, Lior Reznik:
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks. CoRR abs/2011.04521 (2020)
2019
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Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Zuying Huang:
In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes. CoRR abs/1909.10852 (2019)
2011
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George Giannakopoulos, Mahmoud El-Haj, Benoît Favre, Marina Litvak, Josef Steinberger, Vasudeva Varma:
TAC2011 MultiLing Pilot Overview. TAC 2011

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