Semi-supervised Contextual Historical Text Normalization ACL-2020

Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL-2020

A Corpus for Large-Scale Phonetic Typology ACL-2020

Should All Cross-Lingual Embeddings Speak English? ACL-2020

Zero-shot Text Classification via Reinforced Self-training ACL-2020

A Generative Model for Joint Natural Language Understanding and Generation ACL-2020

The IMS–CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL-2020 SIGMORPHON-2020 WS-2020

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL-2020

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning ACL-2020

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL-2020

Unsupervised Morphological Paradigm Completion ACL-2020

Applications of Natural Language Processing in Bilingual Language Teaching: An Indonesian-English Case Study ACL-2020 BEA-2020 WS-2020

R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL-2020

Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation ACL-2020

A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing ACL-2020

Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders ACL-2020

Meta-Transfer Learning for Code-Switched Speech Recognition ACL-2020

Information-Theoretic Probing for Linguistic Structure ACL-2020

Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars ACL-2020 SIGMORPHON-2020 WS-2020

SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ACL-2020

ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL-2020

Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL-2020

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL-2020

Modeling Morphological Typology for Unsupervised Learning of Language Morphology ACL-2020

CorefQA: Coreference Resolution as Query-based Span Prediction ACL-2020

The Unstoppable Rise of Computational Linguistics in Deep Learning ACL-2020

Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder ACL-2020

Contrastive Self-Supervised Learning for Commonsense Reasoning ACL-2020

Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL-2020

In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts ACL-2020

Distinguish Confusing Law Articles for Legal Judgment Prediction ACL-2020

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL-2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL-2020

A Deep Learning System for Sentiment Analysis of Service Calls ACL-2020 ECNLP-2020 WS-2020

A Call for More Rigor in Unsupervised Cross-lingual Learning ACL-2020

Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

Balancing Training for Multilingual Neural Machine Translation ACL-2020

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL-2020

Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL-2020

Single Model Ensemble using Pseudo-Tags and Distinct Vectors ACL-2020

Target Based Speech Act Classification in Political Campaign Text *SEMEVAL-2019

Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings EMNLP-2019

Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP-2019 WS-2019

Diversity-aware Event Prediction based on a Conditional Variational Autoencoder with Reconstruction EMNLP-2019 WS-2019

Exploration of Noise Strategies in Semi-supervised Named Entity Classification *SEMEVAL-2019

Autosegmental Input Strictly Local Functions TACL-2019

A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP-2019 WS-2019

Variational Hierarchical User-based Conversation Model EMNLP-2019

Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ACL-2019

A Lexicon-Based Graph Neural Network for Chinese NER EMNLP-2019

Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP-2019 WS-2019

Controllable Paraphrase Generation with a Syntactic Exemplar ACL-2019

A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ACL-2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ACL-2019

Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP-2019

Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP-2019

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL-2019

Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation EMNLP-2019

MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging *SEMEVAL-2019

Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector *SEMEVAL-2019

Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders EMNLP-2019 WS-2019

Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data *SEMEVAL-2019

Deep Ordinal Regression for Pledge Specificity Prediction EMNLP-2019

Abstract Graphs and Abstract Paths for Knowledge Graph Completion *SEMEVAL-2019

Distributed Knowledge Based Clinical Auto-Coding System ACL-2019

ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples *SEMEVAL-2019

Variational Pretraining for Semi-supervised Text Classification ACL-2019

Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation ACL-2019

Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP-2019 WS-2019

The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL-2019

Language Modeling with Shared Grammar ACL-2019

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL-2019

Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts ACL-2019

Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining *SEMEVAL-2019

Boosting Entity Linking Performance by Leveraging Unlabeled Documents ACL-2019

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL-2019

A Constituency Parsing Tree based Method for Relation Extraction from Abstracts of Scholarly Publications EMNLP-2019 WS-2019

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL-2019

Extracting Symptoms and their Status from Clinical Conversations ACL-2019

Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations ACL-2019

Jointly Learning Entity and Relation Representations for Entity Alignment EMNLP-2019

Predicting the Role of Political Trolls in Social Media CoNLL-2019

Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL-2019

Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL-2019

Effective Adversarial Regularization for Neural Machine Translation ACL-2019

Robustness to Capitalization Errors in Named Entity Recognition EMNLP-2019 WS-2019

Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL-2019

Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding NAACL-2019

Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text NAACL-2019

SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems CoNLL-2019

Visualizing Inferred Morphotactic Systems NAACL-2019

Massively Multilingual Neural Machine Translation NAACL-2019

Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP-2019

Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP-2019

Discovering the Functions of Language in Online Forums EMNLP-2019 WS-2019

Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP-2019

Named Entity Recognition - Is There a Glass Ceiling? CoNLL-2019

Unsupervised Learning of Cross-Lingual Symbol Embeddings Without Parallel Data SCiL-2019 WS-2019

Learning Transferable Feature Representations Using Neural Networks ACL-2019

Semantic Parsing with Dual Learning ACL-2019

ACL

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