Revisiting the Context Window for Cross-lingual Word Embeddings ACL-2020

The Right Tool for the Job: Matching Model and Instance Complexities ACL-2020

Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL-2020

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

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

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

Uncertainty-Aware Curriculum Learning for Neural Machine Translation ACL-2020

e-Commerce and Sentiment Analysis: Predicting Outcomes of Class Action Lawsuits ACL-2020 ECNLP-2020 WS-2020

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

Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL-2020

Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL-2020

Feature Projection for Improved Text Classification ACL-2020

Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story Representation ACL-2020

Hierarchy-Aware Global Model for Hierarchical Text Classification ACL-2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL-2020

Pretrained Transformers Improve Out-of-Distribution Robustness ACL-2020

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL-2020

Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL-2020 NLI-2020 WS-2020

Similarity Analysis of Contextual Word Representation Models ACL-2020

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

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

Towards Transparent and Explainable Attention Models ACL-2020

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

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

KLEJ: Comprehensive Benchmark for Polish Language Understanding ACL-2020

Recognizing Euphemisms and Dysphemisms Using Sentiment Analysis ACL-2020 Fig-Lang-2020 WS-2020

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

Predicting the Topical Stance and Political Leaning of Media using Tweets ACL-2020

Low Rank Fusion based Transformers for Multimodal Sequences ACL-2020 Challenge-HML-2020 WS-2020

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

Emotion Arcs of Student Narratives ACL-2020 NUSE-2020 WS-2020

Quantifying Attention Flow in Transformers ACL-2020

Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context ACL-2020 Fig-Lang-2020 WS-2020

Posterior Calibrated Training on Sentence Classification Tasks ACL-2020

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

Generalizing Natural Language Analysis through Span-relation Representations ACL-2020

Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL-2020

Examining Citations of Natural Language Processing Literature ACL-2020

Metaphor Detection Using Contextual Word Embeddings From Transformers ACL-2020 Fig-Lang-2020 WS-2020

AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss ACL-2020

Modeling Discourse Structure for Document-level Neural Machine Translation ACL-2020 AutoSimTrans-2020 WS-2020

Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks ACL-2020 RepL4NLP-2020 WS-2020

Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL-2020 RepL4NLP-2020 WS-2020

Learning to Deceive with Attention-Based Explanations ACL-2020

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

DRTS Parsing with Structure-Aware Encoding and Decoding ACL-2020

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

Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL-2020

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

Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL-2020

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

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

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

Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations ACL-2020

Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL-2020

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

Masking Actor Information Leads to Fairer Political Claims Detection ACL-2020

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

Statistical Deep Parsing for Spanish Using Neural Networks ACL-2020 IWPT-2020 WS-2020

Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association ACL-2020

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

Sarcasm Detection in Tweets with BERT and GloVe Embeddings ACL-2020 Fig-Lang-2020 WS-2020

How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems ACL-2020

Contextual Embeddings: When Are They Worth It? ACL-2020

Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction ACL-2020

PeTra: A Sparsely Supervised Memory Model for People Tracking ACL-2020

Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ACL-2020

Tchebycheff Procedure for Multi-task Text Classification ACL-2020

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

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

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

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

Measuring Forecasting Skill from Text ACL-2020

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

Using Conceptual Norms for Metaphor Detection ACL-2020 Fig-Lang-2020 WS-2020

A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL-2020 Fig-Lang-2020 WS-2020

Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation ACL-2020 NGT-2020 WS-2020

Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL-2020 BioNLP-2020 WS-2020

Adaptive Compression of Word Embeddings ACL-2020

Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ACL-2020

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

A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis ACL-2020 Challenge-HML-2020 WS-2020

Structural Information Preserving for Graph-to-Text Generation ACL-2020

Detecting Perceived Emotions in Hurricane Disasters ACL-2020

Multilogue-Net: A Context-Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation ACL-2020 Challenge-HML-2020 WS-2020

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL-2020 Challenge-HML-2020 WS-2020

A Unified MRC Framework for Named Entity Recognition ACL-2020

Neural Temporal Opinion Modelling for Opinion Prediction on Twitter ACL-2020

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ACL-2020

Proceedings of The 3rd Workshop on e-Commerce and NLP ACL-2020 ECNLP-2020 WS-2020

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

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

Low Resource Sequence Tagging using Sentence Reconstruction ACL-2020

Integrating Ethics into the NLP Curriculum ACL-2020

Tree-Structured Neural Topic Model ACL-2020

A Novel Hierarchical BERT Architecture for Sarcasm Detection ACL-2020 Fig-Lang-2020 WS-2020

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

Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL-2020

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

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

WS

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