Title
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment Siyu Lai Zhen Yang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 33 6 0 09 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 127 94 0 06 Oct 2022
Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne Mirella Lapata 48 13 0 26 Sep 2022
XF2T: Cross-lingual Fact-to-Text Generation for Low-Resource Languages Shivprasad Sagare Tushar Abhishek Bhavyajeet Singh Anubhav Sharma Manish Gupta Vasudeva Varma 27 2 0 22 Sep 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyuan Zhang Xiaoyu Shen Ernie Chang Jidong Ge Peng-Jen Chen 24 14 0 27 Aug 2022
Compositional Evaluation on Japanese Textual Entailment and Similarity Hitomi Yanaka K. Mineshima 19 24 0 09 Aug 2022
QuoteKG: A Multilingual Knowledge Graph of Quotes Tin Kuculo Simon Gottschalk Elena Demidova HILM SLR 16 2 0 19 Jul 2022
Pretrained Models for Multilingual Federated Learning Orion Weller Marc Marone Vladimir Braverman Dawn J Lawrie Benjamin Van Durme VLM FedML AI4CE 41 42 0 06 Jun 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 19 31 0 02 Jun 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 32 13 0 30 May 2022
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents Sotaro Takeshita Tommaso Green Niklas Friedrich Kai Eckert Simone Paolo Ponzetto 19 14 0 30 May 2022
RuNNE-2022 Shared Task: Recognizing Nested Named Entities Ekaterina Artemova Maxim Zmeev Natalia Loukachevitch I. Rozhkov Tatiana Batura V. Ivanov E. Tutubalina 16 8 0 23 May 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Zhuowen Tu Benjamin Bergen 23 56 0 22 May 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 28 34 0 20 May 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval Tong Niu Kazuma Hashimoto Yingbo Zhou Caiming Xiong VLM 29 5 0 17 May 2022
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages Kabir Ahuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury LRM 39 16 0 12 May 2022
Multi-Domain Targeted Sentiment Analysis Orith Toledo-Ronen Matan Orbach Yoav Katz Noam Slonim 16 7 0 08 May 2022
Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Haoran Xu Kenton W. Murray 32 12 0 29 Apr 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 31 27 0 19 Apr 2022
Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation and Understanding Changtong Zan Liang Ding Li Shen Yu Cao Weifeng Liu Dacheng Tao LRM 49 8 0 16 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 49 149 0 15 Apr 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 24 10 0 11 Apr 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks J. Ó. Neill Sourav Dutta H. Assem VLM 19 2 0 04 Apr 2022
Multilingual CheckList: Generation and Evaluation Karthikeyan K Shaily Bhatt Pankaj Singh Somak Aditya Sandipan Dandapat Sunayana Sitaram Monojit Choudhary ELM 24 1 0 24 Mar 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 43 164 0 18 Mar 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding Milan Gritta Ruoyu Hu Ignacio Iacobacci 36 12 0 18 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages Vaidehi Patil Partha P. Talukdar Sunita Sarawagi 24 21 0 03 Mar 2022
Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Tatiana Shavrina Anton A. Emelyanov Denis Shevelev Alexander Kukushkin Valentin Malykh Ekaterina Artemova AAML VLM ELM 33 2 0 15 Feb 2022
Slovene SuperGLUE Benchmark: Translation and Evaluation Aleš Žagar Marko Robnik-Šikonja 25 10 0 10 Feb 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott Edoardo Ponti Ivan Vulić MLLM VLM ELM 50 62 0 27 Jan 2022
Razmecheno: Named Entity Recognition from Digital Archive of Diaries "Prozhito" Timofey Atnashev V. Ganeeva Roman S. Kazakov Daria Matyash Michael Sonkin E. Voloshina O. Serikov Ekaterina Artemova 19 2 0 24 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 19 38 0 21 Dec 2021
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 32 16 0 09 Dec 2021
How not to Lie with a Benchmark: Rearranging NLP Leaderboards Tatiana Shavrina Valentin Malykh ALM ELM 423 10 0 02 Dec 2021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking Ronen Tamari Kyle Richardson Aviad Sar-Shalom Noam Kahlon Nelson F. Liu Reut Tsarfaty Dafna Shahaf 43 5 0 30 Nov 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Chenyu You Luo Si KELM 40 18 0 22 Nov 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 14 1 0 10 Nov 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 25 30 0 18 Oct 2021
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Prem Selvaraj Gokul Nc Pratyush Kumar Mitesh Khapra VLM SLR 55 53 0 12 Oct 2021
Multilingual AMR Parsing with Noisy Knowledge Distillation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 27 18 0 30 Sep 2021
Deep Neural Compression Via Concurrent Pruning and Self-Distillation J. Ó. Neill Sourav Dutta H. Assem VLM 21 5 0 30 Sep 2021
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge X. Jiang Yaobo Liang Weizhu Chen Nan Duan 29 22 0 26 Sep 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 41 99 0 19 Sep 2021
Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic Languages Maksym Del Mark Fishel 16 4 0 02 Sep 2021
Discovering Representation Sprachbund For Multilingual Pre-Training Yiming Fan Yaobo Liang Alexandre Muzio Hany Hassan Houqiang Li Ming Zhou Nan Duan 36 9 0 01 Sep 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 92 118 0 31 Aug 2021
MTG: A Benchmark Suite for Multilingual Text Generation Yiran Chen Zhenqiao Song Xianze Wu Danqing Wang Jingjing Xu Jiaze Chen Hao Zhou Lei Li LRM VLM 37 22 0 13 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 261 0 12 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 42 11 0 07 Aug 2021