Evaluating Compositionality of Sentence Representation Models ACL-2020 RepL4NLP-2020 WS-2020

BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection ACL-2020

S2ORC: The Semantic Scholar Open Research Corpus ACL-2020

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

One-Size-Fits-All Multilingual Models ACL-2020 SIGMORPHON-2020 WS-2020

Unsupervised Cross-lingual Representation Learning at Scale ACL-2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL-2020

MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL-2020

Learning to Segment Actions from Observation and Narration ACL-2020

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL-2020 RepL4NLP-2020 WS-2020

Hyperbolic Capsule Networks for Multi-Label Classification ACL-2020

Fine-grained Interest Matching for Neural News Recommendation ACL-2020

A Re-evaluation of Knowledge Graph Completion Methods ACL-2020

DoQA - Accessing Domain-Specific FAQs via Conversational QA ACL-2020

Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning ACL-2020 BioNLP-2020 WS-2020

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

Reasoning Over Semantic-Level Graph for Fact Checking ACL-2020

Semi-supervised Parsing with a Variational Autoencoding Parser ACL-2020 IWPT-2020 WS-2020

On Dimensional Linguistic Properties of the Word Embedding Space ACL-2020 RepL4NLP-2020 WS-2020

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL-2020

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL-2020

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL-2020

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL-2020

SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL-2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL-2020

Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web ACL-2020

Returning the N to NLP: Towards Contextually Personalized Classification Models ACL-2020

Cross-media Structured Common Space for Multimedia Event Extraction ACL-2020

Story-level Text Style Transfer: A Proposal ACL-2020

Enhancing Transformer with Sememe Knowledge ACL-2020 RepL4NLP-2020 WS-2020

Are All Languages Created Equal in Multilingual BERT? ACL-2020 RepL4NLP-2020 WS-2020

Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL-2020

Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL-2020

Finding Universal Grammatical Relations in Multilingual BERT ACL-2020

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL-2020

Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks ACL-2020

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

Multilingual Universal Sentence Encoder for Semantic Retrieval ACL-2020

Multi-Domain Dialogue Acts and Response Co-Generation ACL-2020

Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL-2020

New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach ACL-2020 NUSE-2020 WS-2020

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

Knowledge Graph Embedding Compression ACL-2020

Commonsense Reasoning for Natural Language Processing ACL-2020

Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL-2020

Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ACL-2020

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

Multidirectional Associative Optimization of Function-Specific Word Representations ACL-2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ACL-2020 NGT-2020 WS-2020

Neural Reranking for Dependency Parsing: An Evaluation ACL-2020

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL-2020

Character-Level Translation with Self-attention ACL-2020

Should You Fine-Tune BERT for Automated Essay Scoring? ACL-2020 BEA-2020 WS-2020

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

BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL-2020

ExpBERT: Representation Engineering with Natural Language Explanations ACL-2020

Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL-2020

Representation Learning for Information Extraction from Form-like Documents ACL-2020

Interpreting Twitter User Geolocation ACL-2020

Learning Architectures from an Extended Search Space for Language Modeling ACL-2020

Learning Spoken Language Representations with Neural Lattice Language Modeling ACL-2020

NeuInfer: Knowledge Inference on N-ary Facts ACL-2020

A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL-2020

BioMRC: A Dataset for Biomedical Machine Reading Comprehension ACL-2020 BioNLP-2020 WS-2020

Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL-2020

Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL-2020 NGT-2020 WS-2020

Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL-2020

SciREX: A Challenge Dataset for Document-Level Information Extraction ACL-2020

Emerging Cross-lingual Structure in Pretrained Language Models ACL-2020

Learning Implicit Text Generation via Feature Matching ACL-2020

Distinguish Confusing Law Articles for Legal Judgment Prediction ACL-2020

Clinical Concept Linking with Contextualized Neural Representations ACL-2020

Compositionality and Generalization In Emergent Languages ACL-2020

Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL-2020

Variational Neural Machine Translation with Normalizing Flows ACL-2020

Talk to Papers: Bringing Neural Question Answering to Academic Search ACL-2020

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL-2020

Balancing Training for Multilingual Neural Machine Translation ACL-2020

Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL-2020 RepL4NLP-2020 WS-2020

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL-2020

Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction ACL-2020

Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL-2020

Learning Source Phrase Representations for Neural Machine Translation ACL-2020

Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts ACL-2020

Shaping Visual Representations with Language for Few-Shot Classification ACL-2020

Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL-2020

On the Choice of Auxiliary Languages for Improved Sequence Tagging ACL-2020 RepL4NLP-2020 WS-2020

jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ACL-2020

Explicit Semantic Decomposition for Definition Generation ACL-2020

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

Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL-2020

On Application of Bayesian Parametric and Non-parametric Methods for User Cohorting in Product Search ACL-2020 ECNLP-2020 WS-2020

Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention ACL-2020 BioNLP-2020 WS-2020

Contrastive Self-Supervised Learning for Commonsense Reasoning ACL-2020

Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL-2020

To Test Machine Comprehension, Start by Defining Comprehension ACL-2020

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL-2020

Feature Projection for Improved Text Classification ACL-2020

USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation ACL-2020

CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL-2020

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