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RepL4NLP@ACL-IJCNLP
2021
2021
2021
Keyphrases
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)