Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL)

Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor 2022-12 Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) text conference publication mrl-2022-multi 10.18653/v1/2022.mrl-1.0 https://aclanthology.org/2022.mrl-1.0/ Entity Retrieval from Multilingual Knowledge Graphs Saher Esmeir author Arthur Câmara author Edgar Meij author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication esmeir-etal-2022-entity 10.18653/v1/2022.mrl-1.1 https://aclanthology.org/2022.mrl-1.1/ 2022-12 1 15 Few-Shot Cross-Lingual Learning for Event Detection Luis Guzman Nateras author Viet Lai author Franck Dernoncourt author Thien Nguyen author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication guzman-nateras-etal-2022-shot 10.18653/v1/2022.mrl-1.2 https://aclanthology.org/2022.mrl-1.2/ 2022-12 16 27 Zero-shot Cross-Lingual Counterfactual Detection via Automatic Extraction and Prediction of Clue Phrases Asahi Ushio author Danushka Bollegala author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication ushio-bollegala-2022-zero 10.18653/v1/2022.mrl-1.3 https://aclanthology.org/2022.mrl-1.3/ 2022-12 28 37 Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models Elliot Schumacher author James Mayfield author Mark Dredze author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication schumacher-etal-2022-zero 10.18653/v1/2022.mrl-1.4 https://aclanthology.org/2022.mrl-1.4/ 2022-12 38 51 Rule-Based Clause-Level Morphology for Multiple Languages Tillmann Dönicke author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication donicke-2022-rule 10.18653/v1/2022.mrl-1.5 https://aclanthology.org/2022.mrl-1.5/ 2022-12 52 63 Comparative Analysis of Cross-lingual Contextualized Word Embeddings Hossain Shaikh Saadi author Viktor Hangya author Tobias Eder author Alexander Fraser author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication saadi-etal-2022-comparative 10.18653/v1/2022.mrl-1.6 https://aclanthology.org/2022.mrl-1.6/ 2022-12 64 75 How Language-Dependent is Emotion Detection? Evidence from Multilingual BERT Luna De Bruyne author Pranaydeep Singh author Orphee De Clercq author Els Lefever author Veronique Hoste author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication de-bruyne-etal-2022-language 10.18653/v1/2022.mrl-1.7 https://aclanthology.org/2022.mrl-1.7/ 2022-12 76 85 MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning Luke Gessler author Amir Zeldes author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication gessler-zeldes-2022-microbert 10.18653/v1/2022.mrl-1.9 https://aclanthology.org/2022.mrl-1.9/ 2022-12 86 99 Transformers on Multilingual Clause-Level Morphology Emre Can Acikgoz author Tilek Chubakov author Muge Kural author Gözde Şahin author Deniz Yuret author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication acikgoz-etal-2022-transformers 10.18653/v1/2022.mrl-1.10 https://aclanthology.org/2022.mrl-1.10/ 2022-12 100 105 Impact of Sequence Length and Copying on Clause-Level Inflection Badr Jaidi author Utkarsh Saboo author Xihan Wu author Garrett Nicolai author Miikka Silfverberg author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication jaidi-etal-2022-impact 10.18653/v1/2022.mrl-1.11 https://aclanthology.org/2022.mrl-1.11/ 2022-12 106 114 Towards Improved Distantly Supervised Multilingual Named-Entity Recognition for Tweets Ramy Eskander author Shubhanshu Mishra author Sneha Mehta author Sofia Samaniego author Aria Haghighi author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication eskander-etal-2022-towards 10.18653/v1/2022.mrl-1.12 https://aclanthology.org/2022.mrl-1.12/ 2022-12 115 124 Average Is Not Enough: Caveats of Multilingual Evaluation Matúš Pikuliak author Marian Simko author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication pikuliak-simko-2022-average 10.18653/v1/2022.mrl-1.13 https://aclanthology.org/2022.mrl-1.13/ 2022-12 125 133 The MRL 2022 Shared Task on Multilingual Clause-level Morphology Omer Goldman author Francesco Tinner author Hila Gonen author Benjamin Muller author Victoria Basmov author Shadrack Kirimi author Lydia Nishimwe author Benoît Sagot author Djamé Seddah author Reut Tsarfaty author Duygu Ataman author 2022-12 text Proceedings of the 2nd Workshop on Multi-lingual Representation Learning (MRL) Duygu Ataman editor Hila Gonen editor Sebastian Ruder editor Orhan Firat editor Gözde Gül Sahin editor Jamshidbek Mirzakhalov editor Association for Computational Linguistics Abu Dhabi, United Arab Emirates (Hybrid) conference publication goldman-etal-2022-mrl 10.18653/v1/2022.mrl-1.14 https://aclanthology.org/2022.mrl-1.14/ 2022-12 134 146