• 2038 Citations
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20002019

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2019

CheckThat! at CLEF 2019: Automatic identification and verification of claims

Elsayed, T., Nakov, P., Barron, A., Hasanain, M., Suwaileh, R., Martino, G. & Atanasova, P., 1 Jan 2019, Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Proceedings. Stein, B., Mayr, P., Azzopardi, L., Fuhr, N., Hauff, C. & Hiemstra, D. (eds.). Springer Verlag, p. 309-315 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Evaluating variable-length multiple-option lists in chatbots and mobile search

Atanasova, P., Nakov, P., Karadzhov, G., Kiprov, Y. & Sebastiani, F., 18 Jul 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 997-1000 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Overview of the CLEF-2019 CheckThat! Lab: Automatic Identification and Verification of Claims

Elsayed, T., Nakov, P., Barron, A., Hasanain, M., Suwaileh, R., Martino, G. & Atanasova, P., 1 Jan 2019, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Proceedings. Crestani, F., Braschler, M., Savoy, J., Rauber, A., Müller, H., Losada, D. E., Heinatz Bürki, G., Cappellato, L. & Ferro, N. (eds.). Springer Verlag, p. 301-321 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11696 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Bi-text alignment of movie subtitles for spoken english-arabic statistical machine translation

Al-Obaidli, F., Cox, S. & Nakov, P., 1 Jan 2018, Computational Linguistics and Intelligent Text Processing - 17th International Conference, CICLing 2016, Revised Selected Papers. Springer Verlag, p. 127-139 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9624 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Enabling medical translation for low-resource languages

Musleh, A., Durrani, N., Temnikova, I., Nakov, P., Vogel, S. & Alsaad, O., 1 Jan 2018, Computational Linguistics and Intelligent Text Processing - 17th International Conference, CICLing 2016, Revised Selected Papers. Springer Verlag, p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9624 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fact checking in community forums

Mihaylova, T., Nakov, P., Marques, L., Barron, A., Mohtarami, M., Karadzhov, G. & Glass, J., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5309-5316 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Overview of the CLEF-2018 checkthat! lab on automatic identification and verification of political claims

Nakov, P., Barron, A., Elsayed, T., Suwaileh, R., Marques, L., Zaghouani, W., Atanasova, P., Kyuchukov, S. & Martino, G., 1 Jan 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. SanJuan, E., Murtagh, F., Nie, J. Y., Soulier, L., Cappellato, L., Bellot, P., Mothe, J., Trabelsi, C. & Ferro, N. (eds.). Springer Verlag, p. 372-387 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11018 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Recursive style breach detection with multifaceted ensemble learning

Kopev, D., Zlatkova, D., Mitov, K., Atanasov, A., Hardalov, M., Koychev, I. & Nakov, P., 1 Jan 2018, Artificial Intelligence: Methodology, Systems, and Applications - 18th International Conference, AIMSA 2018, Proceedings. van Genabith, J., Agre, G. & Declerck, T. (eds.). Springer Verlag, p. 126-137 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11089 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards automated customer support

Hardalov, M., Koychev, I. & Nakov, P., 1 Jan 2018, Artificial Intelligence: Methodology, Systems, and Applications - 18th International Conference, AIMSA 2018, Proceedings. van Genabith, J., Agre, G. & Declerck, T. (eds.). Springer Verlag, p. 48-59 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11089 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Towards constructing a corpus for studying the effects of treatments and substances reported in pubMed abstracts

Stefchov, E., Angelova, G. & Nakov, P., 1 Jan 2018, Artificial Intelligence: Methodology, Systems, and Applications - 18th International Conference, AIMSA 2018, Proceedings. van Genabith, J., Agre, G. & Declerck, T. (eds.). Springer Verlag, p. 115-125 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11089 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

WERD: Using social text spelling variants for evaluating dialectal speech recognition

Ali, A., Nakov, P., Bell, P. & Renals, S., 24 Jan 2018, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 141-148 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
2017

A context-aware approach for detecting worth-checking claims in political debates

Gencheva, P., Nakov, P., Marques, L., Barron, A. & Koychev, I., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 267-276 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Citations (Scopus)

Building chatbots from forum data: Model selection using question answering metrics

Boyanov, M., Koychev, I., Nakov, P., Moschitti, A. & Martino, G., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 121-129 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Cross-language learning with adversarial neural networks: Application to community question answering

Rayhan Joty, S., Nakov, P., Marques, L. & Jaradat, I., 1 Jan 2017, CoNLL 2017 - 21st Conference on Computational Natural Language Learning, Proceedings. Association for Computational Linguistics (ACL), p. 226-237 12 p. (CoNLL 2017 - 21st Conference on Computational Natural Language Learning, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Cross-language question re-ranking

Martino, G., Romeo, S., Barron, A., Rayhan Joty, S., Marques, L., Moschitti, A. & Nakov, P., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1145-1148 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Do not trust the trolls: Predicting credibility in community question answering forums

Nakov, P., Mihaylova, T., Marques, L., Shiroya, Y. & Koychev, I., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 551-560 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Fully automated fact checking using external sources

Karadzhov, G., Nakov, P., Marques, L., Barron, A. & Koychev, I., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 344-353 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Large-scale goodness polarity lexicons for community question answering

Mihaylov, T., Balchev, D., Kiprov, Y., Koychev, I. & Nakov, P., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1185-1188 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Robust tuning datasets for statistical machine translation

Nakov, P. & Vogel, S., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 543-550 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Seminar users in the arabic twitter sphere

Darwish, K., Alexandrov, D., Nakov, P. & Mejova, Y., 1 Jan 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag, p. 91-108 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10539 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

The Case for being average: A mediocrity approach to style masking and author obfuscation: (Best of the Labs Track at CLEF-2017)

Karadzhov, G., Mihaylova, T., Kiprov, Y., Georgiev, G., Koychev, I. & Nakov, P., 1 Jan 2017, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Proceedings. Springer Verlag, p. 173-185 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10456 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

We built a fake news & click-bait filter: What happened next will blow your mind!

Karadzhov, G., Gencheva, P., Nakov, P. & Koychev, I., 1 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Association for Computational Linguistics (ACL), Vol. 2017-September. p. 334-343 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)
2016

An interactive system for exploring community question answering forums

Hoque, E., Rayhan Joty, S., Marques, L., Barron, A., Martino, G., Moschitti, A., Nakov, P., Romeo, S. & Carenini, G., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: System Demonstrations. Association for Computational Linguistics, ACL Anthology, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Hunting for troll comments in news community forums

Mihaylov, T. & Nakov, P., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 399-405 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Citations (Scopus)

In search of credible news

Hardalov, M., Koychev, I. & Nakov, P., 2016, Artificial Intelligence: Methodology, Systems, and Applications - 17th International Conference, AIMSA 2016, Proceedings. Springer Verlag, Vol. 9883 LNAI. p. 172-180 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9883 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

27 Citations (Scopus)

It takes three to tango: Triangulation approach to answer ranking in community question answering

Nakov, P., Marques, L. & Guzmán, F., 1 Jan 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1586-1597 12 p. (EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Joint learning with global inference for comment classification in community question answering

Rayhan Joty, S., Marques, L. & Nakov, P., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 703-713 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Machine translation evaluation meets community question answering

Guzmán, F., Marques, L. & Nakov, P., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 460-466 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)

MTE-NN at SemEval-2016 task 3: Can machine translation evaluation help community question answering?

Guzman, F., Marques, L. & Nakov, P., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 887-895 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

On the impact of seed words on sentiment polarity lexicon induction

Jovanoski, D., Pachovski, V. & Nakov, P., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 1557-1567 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

PMI-cool at SemEval-2016 task 3: Experiments with PMI and goodness polarity lexicons for community question answering

Balchev, D., Kiprov, Y., Koychev, I. & Nakov, P., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 844-850 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

SemanticZ at SemEval-2016 task 3: Ranking relevant answers in community Question Answering using semantic similarity based on fine-tuned word embeddings

Mihaylov, T. & Nakov, P., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 879-886 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)

SemEval-2016 Task 3: Community question answering

Nakov, P., Marques, L., Moschitti, A., Magdy, W., Mubarak, H., Freihat, A. A., Glass, J. & Randeree, B., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 525-545 21 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

96 Citations (Scopus)

SemEval-2016 task 4: Sentiment analysis in twitter

Nakov, P., Ritter, A., Rosenthal, S., Sebastiani, F. & Stoyanov, V., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 1-18 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

217 Citations (Scopus)

SIGIR 2016 workshop WebQA II: Web question answering beyond factoids

Moschitti, A., Marques, L., Nakov, P., Agichtein, E., Clarke, C. & Szpektor, I., 7 Jul 2016, SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1251-1252 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

SUper team at SemEval-2016 task 3: Building a feature-rich system for community question answering

Mihaylova, T., Gencheva, P., Boyanov, M., Yovcheva, I., Mihaylov, T., Hardalov, M., Kiprov, Y., Balchev, D., Koychev, I., Nakov, P., Nikolova, I. & Angelova, G., 1 Jan 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 836-843 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)
2015

Analyzing optimization for statistical machine translation: MERT learns verbosity, PRO learns length

Guzmán, F., Nakov, P. & Vogel, S., 1 Jan 2015, CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings. Association for Computational Linguistics (ACL), p. 62-72 11 p. (CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Exposing paid opinion manipulation trolls

Mihaylov, T., Koychev, I., Georgiev, G. D. & Nakov, P., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 443-450 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Finding opinion manipulation trolls in news community forums

Mihaylov, T., Georgiev, G. D. & Nakov, P., 1 Jan 2015, CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings. Association for Computational Linguistics (ACL), p. 310-314 5 p. (CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Citations (Scopus)

Fine-grained sentiment analysis for movie reviews in Bulgarian

Kapukaranov, B. & Nakov, P., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 266-274 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Global thread-level inference for comment classification in community question answering

Rayhan Joty, S., Barron, A., Martino, G., Filice, S., Marques, L., Moschitti, A. & Nakov, P., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 573-578 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

28 Citations (Scopus)

Pairwise neural machine translation evaluation

Guzman, F., Rayhan Joty, S., Marques, L. & Nakov, P., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 805-814 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)

Sentiment analysis in twitter for Macedonian

Jovanoski, D., Pachovski, V. & Nakov, P., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 249-257 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Thread-level information for comment classification in community question answering

Barron, A., Filice, S., Martino, G., Rayhan Joty, S., Marques, L., Nakov, P. & Moschitti, A., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 687-693 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

33 Citations (Scopus)

Web as a Corpus: Going beyond the n-gram

Nakov, P., 2015, Communications in Computer and Information Science. Springer Verlag, Vol. 505. p. 185-228 44 p. (Communications in Computer and Information Science; vol. 505).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2014

Learning to differentiate better from worse translations

Guzmán, F., Rayhan Joty, S., Marques, L., Moschitti, A., Nakov, P. & Nicosia, M., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 214-220 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Predicting dialect variation in immigrant contexts using light verb constructions

Doʇruöz, A. S. & Nakov, P., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1391-1395 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Semantic kernels for semantic parsing

Saleh, I., Moschitti, A., Nakov, P., Marques, L. & Rayhan Joty, S., 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 436-442 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Study of using syntactic and semantic structures for concept segmentation and labeling

Saleh, I., Rayhan Joty, S., Marques, L., Moschitti, A., Nakov, P., Cyphers, S. & Glass, J., 2014, COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 193-202 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Using discourse structure improves machine translation evaluation

Guzmán, F., Rayhan Joty, S., Marques, L. & Nakov, P., 1 Jan 2014, 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 687-698 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

25 Citations (Scopus)