It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL-2020

Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL-2020

Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL-2020

Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL-2020

A Joint Neural Model for Information Extraction with Global Features ACL-2020

exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ACL-2020

Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling ACL-2020

Active Learning for Coreference Resolution using Discrete Annotation ACL-2020

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

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

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

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

Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL-2020

Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus ACL-2020

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

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

A Cross-Task Analysis of Text Span Representations ACL-2020 RepL4NLP-2020 WS-2020

Systematic Evaluation of a Framework for Unsupervised Emotion Recognition for Narrative Text ACL-2020 NUSE-2020 WS-2020

GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL-2020

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

Dialogue-Based Relation Extraction ACL-2020

Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns ACL-2020

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

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages ACL-2020

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

Probing for Referential Information in Language Models ACL-2020

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

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

Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL-2020

What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL-2020 RepL4NLP-2020 WS-2020

Toward Gender-Inclusive Coreference Resolution ACL-2020

Towards Robustifying NLI Models Against Lexical Dataset Biases ACL-2020

Bridging Anaphora Resolution as Question Answering ACL-2020

A Two-Step Approach for Implicit Event Argument Detection ACL-2020

Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL-2020

Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds ACL-2020

Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing ACL-2020 IWPT-2020 WS-2020

Multi-Sentence Argument Linking ACL-2020

SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing ACL-2020

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

Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction ACL-2020

Connecting Embeddings for Knowledge Graph Entity Typing ACL-2020

Selective Question Answering under Domain Shift ACL-2020

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

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

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

Named Entity Recognition as Dependency Parsing ACL-2020

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

“Who said it, and Why?” Provenance for Natural Language Claims ACL-2020

On-The-Fly Information Retrieval Augmentation for Language Models ACL-2020 NUSE-2020 WS-2020

Extracting Message Sequence Charts from Hindi Narrative Text ACL-2020 NUSE-2020 WS-2020

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

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ACL-2020

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

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

Query-focused Scenario Construction EMNLP-2019

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation EMNLP-2019

EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP-2019

Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities EMNLP-2019

Gunrock: A Social Bot for Complex and Engaging Long Conversations EMNLP-2019

A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing EMNLP-2019

TEASPN: Framework and Protocol for Integrated Writing Assistance Environments EMNLP-2019

BERT for Coreference Resolution: Baselines and Analysis EMNLP-2019

An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP-2019

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning EMNLP-2019

Fine-Grained Evaluation for Entity Linking EMNLP-2019

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

Visualizing Trends of Key Roles in News Articles EMNLP-2019

An Entity-Driven Framework for Abstractive Summarization EMNLP-2019

How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP-2019

The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP-2019

Leveraging syntactic parsing to improve event annotation matching EMNLP-2019 WS-2019

Examining Gender Bias in Languages with Grammatical Gender EMNLP-2019

A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP-2019

A Hybrid Neural Network Model for Commonsense Reasoning EMNLP-2019 WS-2019

Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks EMNLP-2019 WS-2019

Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension EMNLP-2019

Knowledge-aware Pronoun Coreference Resolution ACL-2019

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

At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging EMNLP-2019 WS-2019

Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP-2019

Evaluating Gender Bias in Machine Translation ACL-2019

Gender-preserving Debiasing for Pre-trained Word Embeddings ACL-2019

Mitigating Gender Bias in Natural Language Processing: Literature Review ACL-2019

Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text EMNLP-2019 WS-2019

Supervising Unsupervised Open Information Extraction Models EMNLP-2019

End-to-end Deep Reinforcement Learning Based Coreference Resolution ACL-2019

Coreference Resolution with Entity Equalization ACL-2019

Book QA: Stories of Challenges and Opportunities EMNLP-2019 WS-2019

Improving Multi-turn Dialogue Modelling with Utterance ReWriter ACL-2019

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ACL-2019

Attention Guided Graph Convolutional Networks for Relation Extraction ACL-2019

On Making Reading Comprehension More Comprehensive EMNLP-2019 WS-2019

What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue NAACL-2019

Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring NAACL-2019

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion NAACL-2019

Bend but Don’t Break? Multi-Challenge Stress Test for QA Models EMNLP-2019 WS-2019

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL-2019

Extraction of Message Sequence Charts from Software Use-Case Descriptions NAACL-2019

Selective Attention for Context-aware Neural Machine Translation NAACL-2019

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