%0 Conference Proceedings %T Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %E Rogers, Anna %E Calixto, Iacer %E Vulić, Ivan %E Saphra, Naomi %E Kassner, Nora %E Camburu, Oana-Maria %E Bansal, Trapit %E Shwartz, Vered %D 2021 %8 August %I Association for Computational Linguistics %C Online %F repl4nlp-2021-representation %U https://aclanthology.org/2021.repl4nlp-1.0 %0 Conference Proceedings %T Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting %A Li, Irene %A Sen, Prithviraj %A Zhu, Huaiyu %A Li, Yunyao %A Radev, Dragomir %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F li-etal-2021-improving-cross %R 10.18653/v1/2021.repl4nlp-1.1 %U https://aclanthology.org/2021.repl4nlp-1.1 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.1 %P 1-7 %0 Conference Proceedings %T Probing Multilingual Language Models for Discourse %A Kurfalı, Murathan %A Östling, Robert %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F kurfali-ostling-2021-probing %R 10.18653/v1/2021.repl4nlp-1.2 %U https://aclanthology.org/2021.repl4nlp-1.2 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.2 %P 8-19 %0 Conference Proceedings %T Comprehension Based Question Answering using Bloom’s Taxonomy %A Sahu, Pritish %A Cogswell, Michael %A Divakaran, Ajay %A Rutherford-Quach, Sara %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F sahu-etal-2021-comprehension %R 10.18653/v1/2021.repl4nlp-1.3 %U https://aclanthology.org/2021.repl4nlp-1.3 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.3 %P 20-28 %0 Conference Proceedings %T Larger-Scale Transformers for Multilingual Masked Language Modeling %A Goyal, Naman %A Du, Jingfei %A Ott, Myle %A Anantharaman, Giri %A Conneau, Alexis %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F goyal-etal-2021-larger %R 10.18653/v1/2021.repl4nlp-1.4 %U https://aclanthology.org/2021.repl4nlp-1.4 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.4 %P 29-33 %0 Conference Proceedings %T Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders %A Prokhorov, Victor %A Li, Yingzhen %A Shareghi, Ehsan %A Collier, Nigel %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F prokhorov-etal-2021-learning %R 10.18653/v1/2021.repl4nlp-1.5 %U https://aclanthology.org/2021.repl4nlp-1.5 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.5 %P 34-46 %0 Conference Proceedings %T Temporal-aware Language Representation Learning From Crowdsourced Labels %A Hao, Yang %A Zhai, Xiao %A Ding, Wenbiao %A Liu, Zitao %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F hao-etal-2021-temporal %R 10.18653/v1/2021.repl4nlp-1.6 %U https://aclanthology.org/2021.repl4nlp-1.6 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.6 %P 47-56 %0 Conference Proceedings %T Structure-aware Sentence Encoder in Bert-Based Siamese Network %A Peng, Qiwei %A Weir, David %A Weeds, Julie %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F peng-etal-2021-structure %R 10.18653/v1/2021.repl4nlp-1.7 %U https://aclanthology.org/2021.repl4nlp-1.7 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.7 %P 57-63 %0 Conference Proceedings %T Preserving Cross-Linguality of Pre-trained Models via Continual Learning %A Liu, Zihan %A Winata, Genta Indra %A Madotto, Andrea %A Fung, Pascale %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F liu-etal-2021-preserving %R 10.18653/v1/2021.repl4nlp-1.8 %U https://aclanthology.org/2021.repl4nlp-1.8 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.8 %P 64-71 %0 Conference Proceedings %T Text Style Transfer: Leveraging a Style Classifier on Entangled Latent Representations %A Li, Xiaoyan %A Sun, Sun %A Wang, Yunli %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F li-etal-2021-text %R 10.18653/v1/2021.repl4nlp-1.9 %U https://aclanthology.org/2021.repl4nlp-1.9 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.9 %P 72-82 %0 Conference Proceedings %T Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions %A Dai, Damai %A Zheng, Hua %A Luo, Fuli %A Yang, Pengcheng %A Liu, Tianyu %A Sui, Zhifang %A Chang, Baobao %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F dai-etal-2021-inductively %R 10.18653/v1/2021.repl4nlp-1.10 %U https://aclanthology.org/2021.repl4nlp-1.10 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.10 %P 83-89 %0 Conference Proceedings %T Revisiting Pretraining with Adapters %A Kim, Seungwon %A Shum, Alex %A Susanj, Nathan %A Hilgart, Jonathan %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F kim-etal-2021-revisiting %R 10.18653/v1/2021.repl4nlp-1.11 %U https://aclanthology.org/2021.repl4nlp-1.11 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.11 %P 90-99 %0 Conference Proceedings %T Knodle: Modular Weakly Supervised Learning with PyTorch %A Sedova, Anastasiia %A Stephan, Andreas %A Speranskaya, Marina %A Roth, Benjamin %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F sedova-etal-2021-knodle %R 10.18653/v1/2021.repl4nlp-1.12 %U https://aclanthology.org/2021.repl4nlp-1.12 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.12 %P 100-111 %0 Conference Proceedings %T X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing %A Liu, Zihan %A Winata, Genta Indra %A Xu, Peng %A Fung, Pascale %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F liu-etal-2021-x2parser %R 10.18653/v1/2021.repl4nlp-1.13 %U https://aclanthology.org/2021.repl4nlp-1.13 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.13 %P 112-127 %0 Conference Proceedings %T Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets %A Zhang, Lan %A Prokhorov, Victor %A Shareghi, Ehsan %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F zhang-etal-2021-unsupervised-representation %R 10.18653/v1/2021.repl4nlp-1.14 %U https://aclanthology.org/2021.repl4nlp-1.14 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.14 %P 128-140 %0 Conference Proceedings %T Learn The Big Picture: Representation Learning for Clustering %A Kashyapi, Sumanta %A Dietz, Laura %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F kashyapi-dietz-2021-learn %R 10.18653/v1/2021.repl4nlp-1.15 %U https://aclanthology.org/2021.repl4nlp-1.15 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.15 %P 141-151 %0 Conference Proceedings %T Probing Cross-Modal Representations in Multi-Step Relational Reasoning %A Parfenova, Iuliia %A Elliott, Desmond %A Fernández, Raquel %A Pezzelle, Sandro %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F parfenova-etal-2021-probing %R 10.18653/v1/2021.repl4nlp-1.16 %U https://aclanthology.org/2021.repl4nlp-1.16 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.16 %P 152-162 %0 Conference Proceedings %T In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval %A Lin, Sheng-Chieh %A Yang, Jheng-Hong %A Lin, Jimmy %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F lin-etal-2021-batch %R 10.18653/v1/2021.repl4nlp-1.17 %U https://aclanthology.org/2021.repl4nlp-1.17 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.17 %P 163-173 %0 Conference Proceedings %T NPVec1: Word Embeddings for Nepali - Construction and Evaluation %A Koirala, Pravesh %A Niraula, Nobal B. %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F koirala-niraula-2021-npvec1 %R 10.18653/v1/2021.repl4nlp-1.18 %U https://aclanthology.org/2021.repl4nlp-1.18 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.18 %P 174-184 %0 Conference Proceedings %T Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection %A Wang, Yixiao %A Bouraoui, Zied %A Espinosa Anke, Luis %A Schockaert, Steven %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F wang-etal-2021-deriving %R 10.18653/v1/2021.repl4nlp-1.19 %U https://aclanthology.org/2021.repl4nlp-1.19 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.19 %P 185-194 %0 Conference Proceedings %T Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers %A Bujel, Kamil %A Yannakoudakis, Helen %A Rei, Marek %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F bujel-etal-2021-zero %R 10.18653/v1/2021.repl4nlp-1.20 %U https://aclanthology.org/2021.repl4nlp-1.20 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.20 %P 195-205 %0 Conference Proceedings %T Predicting the Success of Domain Adaptation in Text Similarity %A Pogrebnyakov, Nick %A Shaghaghian, Shohreh %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F pogrebnyakov-shaghaghian-2021-predicting %R 10.18653/v1/2021.repl4nlp-1.21 %U https://aclanthology.org/2021.repl4nlp-1.21 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.21 %P 206-212 %0 Conference Proceedings %T Syntagmatic Word Embeddings for Unsupervised Learning of Selectional Preferences %A P. Ravindran, Renjith %A Badola, Akshay %A Murthy, Narayana Kavi %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F p-ravindran-etal-2021-syntagmatic %R 10.18653/v1/2021.repl4nlp-1.22 %U https://aclanthology.org/2021.repl4nlp-1.22 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.22 %P 213-222 %0 Conference Proceedings %T Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation %A Obamuyide, Abiola %A Fomicheva, Marina %A Specia, Lucia %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F obamuyide-etal-2021-bayesian %R 10.18653/v1/2021.repl4nlp-1.23 %U https://aclanthology.org/2021.repl4nlp-1.23 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.23 %P 223-230 %0 Conference Proceedings %T Knowledge Informed Semantic Parsing for Conversational Question Answering %A Thirukovalluru, Raghuveer %A Sridhar, Mukund %A Thai, Dung %A Chanumolu, Shruti %A Monath, Nicholas %A Ananthakrishnan, Sankaranarayanan %A McCallum, Andrew %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F thirukovalluru-etal-2021-knowledge %R 10.18653/v1/2021.repl4nlp-1.24 %U https://aclanthology.org/2021.repl4nlp-1.24 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.24 %P 231-240 %0 Conference Proceedings %T Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations %A Thai, Dung %A Thirukovalluru, Raghuveer %A Bansal, Trapit %A McCallum, Andrew %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F thai-etal-2021-simultaneously %R 10.18653/v1/2021.repl4nlp-1.25 %U https://aclanthology.org/2021.repl4nlp-1.25 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.25 %P 241-247 %0 Conference Proceedings %T Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings %A Turton, Jacob %A Smith, Robert Elliott %A Vinson, David %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F turton-etal-2021-deriving %R 10.18653/v1/2021.repl4nlp-1.26 %U https://aclanthology.org/2021.repl4nlp-1.26 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.26 %P 248-262 %0 Conference Proceedings %T Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models %A Alleman, Matteo %A Mamou, Jonathan %A A Del Rio, Miguel %A Tang, Hanlin %A Kim, Yoon %A Chung, SueYeon %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F alleman-etal-2021-syntactic %R 10.18653/v1/2021.repl4nlp-1.27 %U https://aclanthology.org/2021.repl4nlp-1.27 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.27 %P 263-276 %0 Conference Proceedings %T Box-To-Box Transformations for Modeling Joint Hierarchies %A Dasgupta, Shib Sankar %A Li, Xiang Lorraine %A Boratko, Michael %A Zhang, Dongxu %A McCallum, Andrew %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F dasgupta-etal-2021-box %R 10.18653/v1/2021.repl4nlp-1.28 %U https://aclanthology.org/2021.repl4nlp-1.28 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.28 %P 277-288 %0 Conference Proceedings %T An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation %A Guo, Han %A Pasunuru, Ramakanth %A Bansal, Mohit %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F guo-etal-2021-overview %R 10.18653/v1/2021.repl4nlp-1.29 %U https://aclanthology.org/2021.repl4nlp-1.29 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.29 %P 289-306 %0 Conference Proceedings %T Entity and Evidence Guided Document-Level Relation Extraction %A Huang, Kevin %A Qi, Peng %A Wang, Guangtao %A Ma, Tengyu %A Huang, Jing %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F huang-etal-2021-entity %R 10.18653/v1/2021.repl4nlp-1.30 %U https://aclanthology.org/2021.repl4nlp-1.30 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.30 %P 307-315 %0 Conference Proceedings %T Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup %A Gao, Luyu %A Zhang, Yunyi %A Han, Jiawei %A Callan, Jamie %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F gao-etal-2021-scaling %R 10.18653/v1/2021.repl4nlp-1.31 %U https://aclanthology.org/2021.repl4nlp-1.31 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.31 %P 316-321 %0 Conference Proceedings %T Direction is what you need: Improving Word Embedding Compression in Large Language Models %A Bałazy, Klaudia %A Banaei, Mohammadreza %A Lebret, Rémi %A Tabor, Jacek %A Aberer, Karl %Y Rogers, Anna %Y Calixto, Iacer %Y Vulić, Ivan %Y Saphra, Naomi %Y Kassner, Nora %Y Camburu, Oana-Maria %Y Bansal, Trapit %Y Shwartz, Vered %S Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) %D 2021 %8 August %I Association for Computational Linguistics %C Online %F balazy-etal-2021-direction %R 10.18653/v1/2021.repl4nlp-1.32 %U https://aclanthology.org/2021.repl4nlp-1.32 %U https://doi.org/10.18653/v1/2021.repl4nlp-1.32 %P 322-330