RepL4NLP@ACL-IJCNLP

Publications

2021

Kamil Bujel, Helen Yannakoudakis, Marek Rei
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers. RepL4NLP@ACL-IJCNLP (2021)
Anastasiia Sedova, Andreas Stephan, Marina Speranskaya, Benjamin Roth
Knodle: Modular Weakly Supervised Learning with PyTorch. RepL4NLP@ACL-IJCNLP (2021)
Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau
Larger-Scale Transformers for Multilingual Masked Language Modeling. RepL4NLP@ACL-IJCNLP (2021)
Seungwon Kim, Alex Shum, Nathan Susanj, Jonathan Hilgart
Revisiting Pretraining with Adapters. RepL4NLP@ACL-IJCNLP (2021)
Iuliia Parfenova, Desmond Elliott, Raquel Fernández, Sandro Pezzelle
Probing Cross-Modal Representations in Multi-Step Relational Reasoning. RepL4NLP@ACL-IJCNLP (2021)
Sumanta Kashyapi, Laura Dietz
Learn The Big Picture: Representation Learning for Clustering. RepL4NLP@ACL-IJCNLP (2021)
Han Guo, Ramakanth Pasunuru, Mohit Bansal
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation. RepL4NLP@ACL-IJCNLP (2021)
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Tianyu Liu, Zhifang Sui, Baobao Chang
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions. RepL4NLP@ACL-IJCNLP (2021)
Dung Thai, Raghuveer Thirukovalluru, Trapit Bansal, Andrew McCallum
Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations. RepL4NLP@ACL-IJCNLP (2021)
Kevin Huang, Peng Qi, Guangtao Wang, Tengyu Ma, Jing Huang
Entity and Evidence Guided Document-Level Relation Extraction. RepL4NLP@ACL-IJCNLP (2021)
Irene Li, Prithviraj Sen, Huaiyu Zhu, Yunyao Li, Dragomir R. Radev
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting. RepL4NLP@ACL-IJCNLP (2021)
Pritish Sahu, Michael Cogswell, Ajay Divakaran, Sara Rutherford-Quach
Comprehension Based Question Answering using Bloom's Taxonomy. RepL4NLP@ACL-IJCNLP (2021)
Pravesh Koirala, Nobal B. Niraula
NPVec1: Word Embeddings for Nepali - Construction and Evaluation. RepL4NLP@ACL-IJCNLP (2021)
Renjith P. Ravindran, Akshay Badola, Kavi Narayana Murthy
Syntagmatic Word Embeddings for Unsupervised Learning of Selectional Preferences. RepL4NLP@ACL-IJCNLP (2021)
Yang Hao, Xiao Zhai, Wenbiao Ding, Zitao Liu
Temporal-aware Language Representation Learning From Crowdsourced Labels. RepL4NLP@ACL-IJCNLP (2021)
Abiola Obamuyide, Marina Fomicheva, Lucia Specia
Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation. RepL4NLP@ACL-IJCNLP (2021)
Murathan Kurfali, Robert Östling
Probing Multilingual Language Models for Discourse. RepL4NLP@ACL-IJCNLP (2021)
Matteo Alleman, Jonathan Mamou, Miguel A. Del Rio, Hanlin Tang, Yoon Kim, SueYeon Chung
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models. RepL4NLP@ACL-IJCNLP (2021)
Shib Sankar Dasgupta, Xiang Lorraine Li, Michael Boratko, Dongxu Zhang, Andrew McCallum
Box-To-Box Transformations for Modeling Joint Hierarchies. RepL4NLP@ACL-IJCNLP (2021)
Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer
Direction is what you need: Improving Word Embedding Compression in Large Language Models. RepL4NLP@ACL-IJCNLP (2021)
Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. RepL4NLP@ACL-IJCNLP (2021)
Yixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection. RepL4NLP@ACL-IJCNLP (2021)
Proceedings of the 6th Workshop on Representation Learning for NLP, RepL4NLP@ACL-IJCNLP 2021, Online, August 6, 2021 RepL4NLP@ACL-IJCNLP (2021)
Lan Zhang, Victor Prokhorov, Ehsan Shareghi
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. RepL4NLP@ACL-IJCNLP (2021)
Raghuveer Thirukovalluru, Mukund Sridhar, Dung Thai, Shruti Chanumolu, Nicholas Monath, Sankaranarayanan Ananthakrishnan, Andrew McCallum
Knowledge Informed Semantic Parsing for Conversational Question Answering. RepL4NLP@ACL-IJCNLP (2021)
Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung
Preserving Cross-Linguality of Pre-trained Models via Continual Learning. RepL4NLP@ACL-IJCNLP (2021)
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. RepL4NLP@ACL-IJCNLP (2021)
Xiaoyan Li, Sun Sun, Yunli Wang
Text Style Transfer: Leveraging a Style Classifier on Entangled Latent Representations. RepL4NLP@ACL-IJCNLP (2021)
Luyu Gao, Yunyi Zhang, Jiawei Han, Jamie Callan
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup. RepL4NLP@ACL-IJCNLP (2021)
Qiwei Peng, David J. Weir, Julie Weeds
Structure-aware Sentence Encoder in Bert-Based Siamese Network. RepL4NLP@ACL-IJCNLP (2021)
Nick Pogrebnyakov, Shohreh Shaghaghian
Predicting the Success of Domain Adaptation in Text Similarity. RepL4NLP@ACL-IJCNLP (2021)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. RepL4NLP@ACL-IJCNLP (2021)
Jacob Turton, Robert Elliott Smith, David P. Vinson
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings. RepL4NLP@ACL-IJCNLP (2021)