Probing Linguistic Systematicity ACL-2020

Handling Rare Entities for Neural Sequence Labeling ACL-2020

KLEJ: Comprehensive Benchmark for Polish Language Understanding ACL-2020

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

Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL-2020

Towards Transparent and Explainable Attention Models ACL-2020

Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification ACL-2020

Social Biases in NLP Models as Barriers for Persons with Disabilities ACL-2020

Spelling Error Correction with Soft-Masked BERT ACL-2020

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

Injecting Numerical Reasoning Skills into Language Models ACL-2020

A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL-2020

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL-2020

Joint Translation and Unit Conversion for End-to-end Localization ACL-2020 IWSLT-2020 WS-2020

DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection ACL-2020 Fig-Lang-2020 WS-2020

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

Will-They-Won’t-They: A Very Large Dataset for Stance Detection on Twitter ACL-2020

Learning to Understand Child-directed and Adult-directed Speech ACL-2020

Learning Robust Models for e-Commerce Product Search ACL-2020

SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL-2020

Multimodal Neural Graph Memory Networks for Visual Question Answering ACL-2020

Robust Encodings: A Framework for Combating Adversarial Typos ACL-2020

A Batch Normalized Inference Network Keeps the KL Vanishing Away ACL-2020

An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models ACL-2020

On Incorporating Structural Information to improve Dialogue Response Generation ACL-2020 NLP4ConvAI-2020 WS-2020

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

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

Composing Elementary Discourse Units in Abstractive Summarization ACL-2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL-2020

A Multi-Perspective Architecture for Semantic Code Search ACL-2020

Detecting Sarcasm in Conversation Context Using Transformer-Based Models ACL-2020 Fig-Lang-2020 WS-2020

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

Fact-based Content Weighting for Evaluating Abstractive Summarisation ACL-2020

Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring ACL-2020

Predicting Performance for Natural Language Processing Tasks ACL-2020

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

Testing the role of metadata in metaphor identification ACL-2020 Fig-Lang-2020 WS-2020

Character aware models with similarity learning for metaphor detection ACL-2020 Fig-Lang-2020 WS-2020

Distilling the Evidence to Augment Fact Verification Models ACL-2020 FEVER-2020 WS-2020

Predicting the Focus of Negation: Model and Error Analysis ACL-2020

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ACL-2020

Low-Resource Generation of Multi-hop Reasoning Questions ACL-2020

SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL-2020

Enhancing Machine Translation with Dependency-Aware Self-Attention ACL-2020

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

Language-aware Interlingua for Multilingual Neural Machine Translation ACL-2020

Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis ACL-2020

Efficient Constituency Parsing by Pointing ACL-2020

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ACL-2020

NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature ACL-2020

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

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

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

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ACL-2020

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL-2020

Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization ACL-2020

Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ACL-2020

Advances in Using Grammars with Latent Annotations for Discontinuous Parsing ACL-2020 IWPT-2020 WS-2020

Predicting Declension Class from Form and Meaning ACL-2020

To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL-2020

“The Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition ACL-2020

Neural Sarcasm Detection using Conversation Context ACL-2020 Fig-Lang-2020 WS-2020

Semi-supervised Category-specific Review Tagging on Indonesian E-Commerce Product Reviews ACL-2020 ECNLP-2020 WS-2020

Dialogue State Tracking with Explicit Slot Connection Modeling ACL-2020

BLEURT: Learning Robust Metrics for Text Generation ACL-2020

Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL-2020

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

Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model ACL-2020

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

Hierarchical Entity Typing via Multi-level Learning to Rank ACL-2020

Cross-Modality Relevance for Reasoning on Language and Vision ACL-2020

Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean ACL-2020 IWPT-2020 WS-2020

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

Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell ACL-2020

Predicting the Growth of Morphological Families from Social and Linguistic Factors ACL-2020

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs ACL-2020

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

Beyond Possession Existence: Duration and Co-Possession ACL-2020

AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL-2020

Learning Probabilistic Sentence Representations from Paraphrases ACL-2020 RepL4NLP-2020 WS-2020

Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance ACL-2020

How to Ask Good Questions? Try to Leverage Paraphrases ACL-2020

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting ACL-2020

XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL-2020

Screenplay Summarization Using Latent Narrative Structure ACL-2020

Phone Features Improve Speech Translation ACL-2020

A Tale of a Probe and a Parser ACL-2020

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

Harnessing the linguistic signal to predict scalar inferences ACL-2020

“None of the Above”: Measure Uncertainty in Dialog Response Retrieval ACL-2020

Feature Projection for Improved Text Classification ACL-2020

Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings ACL-2020 BioNLP-2020 WS-2020

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

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

Modeling Code-Switch Languages Using Bilingual Parallel Corpus ACL-2020

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

Semi-Supervised Iterative Approach for Domain-Specific Complaint Detection in Social Media ACL-2020 ECNLP-2020 WS-2020

Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics ACL-2020

Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks ACL-2020

Fine-Grained Analysis of Cross-Linguistic Syntactic Divergences ACL-2020

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