Discrete Latent Variable Representations for Low-Resource Text Classification ACL-2020

Oxymorons: a preliminary corpus investigation ACL-2020 Fig-Lang-2020 WS-2020

Improving the Identification of the Discourse Function of News Article Paragraphs ACL-2020 NUSE-2020 WS-2020

Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation ACL-2020 BioNLP-2020 WS-2020

A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction ACL-2020 FEVER-2020 WS-2020

Examining the State-of-the-Art in News Timeline Summarization ACL-2020

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ACL-2020

An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ACL-2020

Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL-2020

Bayesian Hierarchical Words Representation Learning ACL-2020

Unsupervised Online Grounding of Natural Language during Human-Robot Interactions ACL-2020 Challenge-HML-2020 WS-2020

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction ACL-2020

Effective Estimation of Deep Generative Language Models ACL-2020

Torch-Struct: Deep Structured Prediction Library ACL-2020

Frugal Paradigm Completion ACL-2020

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL-2020

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

Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics ACL-2020

Neural Mixed Counting Models for Dispersed Topic Discovery ACL-2020

Interpreting Twitter User Geolocation ACL-2020

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

Word Familiarity Rate Estimation Using a Bayesian Linear Mixed Model EMNLP-2019 WS-2019

Compound Probabilistic Context-Free Grammars for Grammar Induction ACL-2019

Multilingual Factor Analysis ACL-2019

An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis ACL-2019

Topic-Aware Neural Keyphrase Generation for Social Media Language ACL-2019

Massively Multilingual Transfer for NER ACL-2019

PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules EMNLP-2019

How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP-2019 WS-2019

Boosting Entity Linking Performance by Leveraging Unlabeled Documents ACL-2019

Scalable graph-based method for individual named entity identification EMNLP-2019 WS-2019

Distant Supervised Relation Extraction with Separate Head-Tail CNN EMNLP-2019 WS-2019

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

Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL-2019

Exploiting Noisy Data in Distant Supervision Relation Classification NAACL-2019

How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL-2019

Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL-2019

Combining Sentiment Lexica with a Multi-View Variational Autoencoder NAACL-2019

Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media NAACL-2019

KnowSemLM: A Knowledge Infused Semantic Language Model CoNLL-2019

Improving Word Embeddings Using Kernel PCA ACL-2019 WS-2019

Auto-Encoding Variational Neural Machine Translation ACL-2019 WS-2019

Learning Dynamic Context Augmentation for Global Entity Linking EMNLP-2019

Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL-2019

Autosegmental Input Strictly Local Functions TACL-2019

Evaluation of Morphological Embeddings for English and Russian Languages NAACL-2019 WS-2019

On the Complexity and Typology of Inflectional Morphological Systems TACL-2019

Entity-Centric Contextual Affective Analysis ACL-2019

Hierarchy Response Learning for Neural Conversation Generation EMNLP-2019

Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL-2019

Talk2Car: Taking Control of Your Self-Driving Car EMNLP-2019

Like a Baby: Visually Situated Neural Language Acquisition ACL-2019

Controllable Paraphrase Generation with a Syntactic Exemplar ACL-2019

Span-Level Model for Relation Extraction ACL-2019

Morphological Irregularity Correlates with Frequency ACL-2019

Uncovering Probabilistic Implications in Typological Knowledge Bases ACL-2019

Leveraging Meta Information in Short Text Aggregation ACL-2019

Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL-2019

Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP-2019

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

Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials EMNLP-2019

A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL-2019

Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL-2019

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

Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking CoNLL-2019

Latent Part-of-Speech Sequences for Neural Machine Translation EMNLP-2019

Entity-Relation Extraction as Multi-Turn Question Answering ACL-2019

Exact Hard Monotonic Attention for Character-Level Transduction ACL-2019

Autoregressive Text Generation Beyond Feedback Loops EMNLP-2019

Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL-2019

Combining Distant and Direct Supervision for Neural Relation Extraction NAACL-2019

Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ACL-2019

Parallel Iterative Edit Models for Local Sequence Transduction EMNLP-2019

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP-2019

Open Event Extraction from Online Text using a Generative Adversarial Network EMNLP-2019

Latent-Variable Generative Models for Data-Efficient Text Classification EMNLP-2019

Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs EMNLP-2019

Coupling Global and Local Context for Unsupervised Aspect Extraction EMNLP-2019

Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP-2019

Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP-2019

Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation EMNLP-2019

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP-2019

Evaluation of Scientific Elements for Text Similarity in Biomedical Publications ACL-2019 WS-2019

Dialogue Act Classification in Team Communication for Robot Assisted Disaster Response WS-2019

Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order Hungarian ACL-2019 WS-2019

An Introduction to the Textual History Tool WS-2019

A Simple Joint Model for Improved Contextual Neural Lemmatization NAACL-2019

MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection *SEMEVAL-2019

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP-2019

A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability EMNLP-2019

Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ACL-2019

Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP-2019

An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical Linguistics ACL-2019

Decomposable Neural Paraphrase Generation ACL-2019

Interpretable Neural Predictions with Differentiable Binary Variables ACL-2019

Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech EMNLP-2019

An End-to-End Generative Architecture for Paraphrase Generation EMNLP-2019

End-to-End Neural Entity Linking CoNLL-2018

Challenges of Using Text Classifiers for Causal Inference EMNLP-2018

UZH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection CoNLL-2018

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