Proceedings of the 7th Workshop on Representation Learning for NLP

Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor 2022-05 Association for Computational Linguistics Dublin, Ireland text conference publication repl4nlp-2022-representation https://aclanthology.org/2022.repl4nlp-1.0/ Distributionally Robust Recurrent Decoders with Random Network Distillation Antonio Valerio Miceli Barone author Alexandra Birch author Rico Sennrich author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication valerio-miceli-barone-etal-2022-distributionally 10.18653/v1/2022.repl4nlp-1.1 https://aclanthology.org/2022.repl4nlp-1.1/ 2022-05 1 8 Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty Kourosh Meshgi author Maryam Sadat Mirzaei author Satoshi Sekine author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication meshgi-etal-2022-q 10.18653/v1/2022.repl4nlp-1.2 https://aclanthology.org/2022.repl4nlp-1.2/ 2022-05 9 19 When does CLIP generalize better than unimodal models? When judging human-centric concepts Romain Bielawski author Benjamin Devillers author Tim Van De Cruys author Rufin Vanrullen author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication bielawski-etal-2022-clip 10.18653/v1/2022.repl4nlp-1.4 https://aclanthology.org/2022.repl4nlp-1.4/ 2022-05 29 38 From Hyperbolic Geometry Back to Word Embeddings Zhenisbek Assylbekov author Sultan Nurmukhamedov author Arsen Sheverdin author Thomas Mach author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication assylbekov-etal-2022-hyperbolic 10.18653/v1/2022.repl4nlp-1.5 https://aclanthology.org/2022.repl4nlp-1.5/ 2022-05 39 45 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen author Jonas Mikkelsen author Arne Binder author Christoph Alt author Leonhard Hennig author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication chen-etal-2022-comparative 10.18653/v1/2022.repl4nlp-1.6 https://aclanthology.org/2022.repl4nlp-1.6/ 2022-05 46 59 Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension Holy Lovenia author Bryan Wilie author Willy Chung author Zeng Min author Samuel Cahyawijaya author Dan Su author Pascale Fung author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication lovenia-etal-2022-clozer 10.18653/v1/2022.repl4nlp-1.7 https://aclanthology.org/2022.repl4nlp-1.7/ 2022-05 60 66 Analyzing Gender Representation in Multilingual Models Hila Gonen author Shauli Ravfogel author Yoav Goldberg author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication gonen-etal-2022-analyzing 10.18653/v1/2022.repl4nlp-1.8 https://aclanthology.org/2022.repl4nlp-1.8/ 2022-05 67 77 Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations Na Liu author Mark Dras author Wei Emma Zhang author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication liu-etal-2022-detecting 10.18653/v1/2022.repl4nlp-1.9 https://aclanthology.org/2022.repl4nlp-1.9/ 2022-05 78 90 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning Md Mofijul Islam author Gustavo Aguilar author Pragaash Ponnusamy author Clint Solomon Mathialagan author Chengyuan Ma author Chenlei Guo author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication mofijul-islam-etal-2022-vocabulary 10.18653/v1/2022.repl4nlp-1.10 https://aclanthology.org/2022.repl4nlp-1.10/ 2022-05 91 99 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu author Nelson F. Liu author Christopher Potts author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication wu-etal-2022-identifying 10.18653/v1/2022.repl4nlp-1.11 https://aclanthology.org/2022.repl4nlp-1.11/ 2022-05 100 110 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations Ioannis Dikeoulias author Saadullah Amin author Günter Neumann author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication dikeoulias-etal-2022-temporal 10.18653/v1/2022.repl4nlp-1.12 https://aclanthology.org/2022.repl4nlp-1.12/ 2022-05 111 120 ANNA: Enhanced Language Representation for Question Answering Changwook Jun author Hansol Jang author Myoseop Sim author Hyun Kim author Jooyoung Choi author Kyungkoo Min author Kyunghoon Bae author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication jun-etal-2022-anna 10.18653/v1/2022.repl4nlp-1.13 https://aclanthology.org/2022.repl4nlp-1.13/ 2022-05 121 132 Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA Adnen Abdessaied author Ekta Sood author Andreas Bulling author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication abdessaied-etal-2022-video 10.18653/v1/2022.repl4nlp-1.15 https://aclanthology.org/2022.repl4nlp-1.15/ 2022-05 143 155 Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations Lukas Huber author Marc Alexander Kühn author Edoardo Mosca author Georg Groh author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication mosca-etal-2022-detecting 10.18653/v1/2022.repl4nlp-1.16 https://aclanthology.org/2022.repl4nlp-1.16/ 2022-05 156 166 Binary Encoded Word Mover’s Distance Christian Johnson author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication johnson-2022-binary 10.18653/v1/2022.repl4nlp-1.17 https://aclanthology.org/2022.repl4nlp-1.17/ 2022-05 167 172 Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison Shaked Haim Meirom author Omer Bobrowski author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication haim-meirom-bobrowski-2022-unsupervised 10.18653/v1/2022.repl4nlp-1.18 https://aclanthology.org/2022.repl4nlp-1.18/ 2022-05 173 183 A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? Hassan Soliman author Heike Adel author Mohamed H. Gad-Elrab author Dragan Milchevski author Jannik Strötgen author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication soliman-etal-2022-study 10.18653/v1/2022.repl4nlp-1.19 https://aclanthology.org/2022.repl4nlp-1.19/ 2022-05 184 190 TRAttack: Text Rewriting Attack Against Text Retrieval Junshuai Song author Jiangshan Zhang author Jifeng Zhu author Mengyun Tang author Yong Yang author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication song-etal-2022-trattack 10.18653/v1/2022.repl4nlp-1.20 https://aclanthology.org/2022.repl4nlp-1.20/ 2022-05 191 203 On the Geometry of Concreteness Christian Wartena author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication wartena-2022-geometry 10.18653/v1/2022.repl4nlp-1.21 https://aclanthology.org/2022.repl4nlp-1.21/ 2022-05 204 212 Towards Improving Selective Prediction Ability of NLP Systems Neeraj Varshney author Swaroop Mishra author Chitta Baral author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication varshney-etal-2022-towards 10.18653/v1/2022.repl4nlp-1.23 https://aclanthology.org/2022.repl4nlp-1.23/ 2022-05 221 226 On Target Representation in Continuous-output Neural Machine Translation Evgeniia Tokarchuk author Vlad Niculae author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication tokarchuk-niculae-2022-target 10.18653/v1/2022.repl4nlp-1.24 https://aclanthology.org/2022.repl4nlp-1.24/ 2022-05 227 235 Zero-shot Cross-lingual Transfer is Under-specified Optimization Shijie Wu author Benjamin Van Durme author Mark Dredze author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication wu-etal-2022-zero 10.18653/v1/2022.repl4nlp-1.25 https://aclanthology.org/2022.repl4nlp-1.25/ 2022-05 236 248 Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann author Marijn Schraagen author Dong Nguyen author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication wegmann-etal-2022-author 10.18653/v1/2022.repl4nlp-1.26 https://aclanthology.org/2022.repl4nlp-1.26/ 2022-05 249 268 WeaNF”:” Weak Supervision with Normalizing Flows Andreas Stephan author Benjamin Roth author 2022-05 text Proceedings of the 7th Workshop on Representation Learning for NLP Spandana Gella editor He He editor Bodhisattwa Prasad Majumder editor Burcu Can editor Eleonora Giunchiglia editor Samuel Cahyawijaya editor Sewon Min editor Maximilian Mozes editor Xiang Lorraine Li editor Isabelle Augenstein editor Anna Rogers editor Kyunghyun Cho editor Edward Grefenstette editor Laura Rimell editor Chris Dyer editor Association for Computational Linguistics Dublin, Ireland conference publication stephan-roth-2022-weanf 10.18653/v1/2022.repl4nlp-1.27 https://aclanthology.org/2022.repl4nlp-1.27/ 2022-05 269 279