Papers
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation
Kun Li, Chengbo Chen, Xiaojun Quan et al.
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection
Nicole Peinelt, Dong Nguyen, Maria Liakata
Transition-based Semantic Dependency Parsing with Pointer Networks
Daniel Fernández-González, Carlos Gómez-Rodríguez
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity
Nina Poerner, Ulli Waltinger, Hinrich Schütze
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus
Hao Fei, Meishan Zhang, Donghong Ji
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
Paul Roit, Ayal Klein, Daniela Stepanov et al.
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions
Tian Jin, Zhun Liu, Shengjia Yan et al.
From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains
Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych
Estimating predictive uncertainty for rumour verification models
Elena Kochkina, Maria Liakata
CorefQA: Coreference Resolution as Query-based Span Prediction
Wei Wu, Fei Wang, Arianna Yuan et al.
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain
Lukas Lange, Heike Adel, Jannik Strötgen
Uncertainty-Aware Curriculum Learning for Neural Machine Translation
Yikai Zhou, Baosong Yang, Derek F. Wong et al.
Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus
Luisa Bentivogli, Beatrice Savoldi, Matteo Negri et al.
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction
Vanja Mladen Karan, Ivan Vulić, Anna Korhonen et al.
Low-Dimensional Hyperbolic Knowledge Graph Embeddings
Ines Chami, Adva Wolf, Da-Cheng Juan et al.
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks
Yekun Chai, Shuo Jin, Xinwen Hou
Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing
Clara Meister, Elizabeth Salesky, Ryan Cotterell
Learning Robust Models for e-Commerce Product Search
Thanh Nguyen, Nikhil Rao, Karthik Subbian
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain
Shadi Saleh, Pavel Pecina
Improving Entity Linking through Semantic Reinforced Entity Embeddings
Feng Hou, Ruili Wang, Jun He et al.
FLAT: Chinese NER Using Flat-Lattice Transformer
Xiaonan Li, Hang Yan, Xipeng Qiu et al.
A Two-Stage Masked LM Method for Term Set Expansion
Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
DRTS Parsing with Structure-Aware Encoding and Decoding
Qiankun Fu, Yue Zhang, Jiangming Liu et al.
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
Ruisheng Cao, Su Zhu, Chenyu Yang et al.
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders
Zixia Jia, Youmi Ma, Jiong Cai et al.