Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL-2020

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ACL-2020

The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ACL-2020

SUPP.AI: finding evidence for supplement-drug interactions ACL-2020

Visual Question Generation from Radiology Images ACL-2020 ALVR-2020 WS-2020

Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies ACL-2020 BioNLP-2020 WS-2020

Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL-2020

DeSpin: a prototype system for detecting spin in biomedical publications ACL-2020 BioNLP-2020 WS-2020

Towards Visual Dialog for Radiology ACL-2020 BioNLP-2020 WS-2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT ACL-2020

Learning to Faithfully Rationalize by Construction ACL-2020

Proceedings of the The Fourth Widening Natural Language Processing Workshop ACL-2020 WS-2020 WiNLP-2020

Unsupervised Domain Clusters in Pretrained Language Models ACL-2020

Predicting Degrees of Technicality in Automatic Terminology Extraction ACL-2020

Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL-2020 NLPMC-2020 WS-2020

Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL-2020

Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing ACL-2020

HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL-2020

Robust Prediction of Punctuation and Truecasing for Medical ASR ACL-2020 NLPMC-2020 WS-2020

MIE: A Medical Information Extractor towards Medical Dialogues ACL-2020

Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL-2020 NLPMC-2020 WS-2020

Pyramid: A Layered Model for Nested Named Entity Recognition ACL-2020

Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL-2020 BioNLP-2020 WS-2020

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

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

A Prioritization Model for Suicidality Risk Assessment ACL-2020

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

Named Entity Recognition as Dependency Parsing ACL-2020

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL-2020 BioNLP-2020 WS-2020

A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization ACL-2020

Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ACL-2020

Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings ACL-2020 BioNLP-2020 WS-2020

EVIDENCEMINER: Textual Evidence Discovery for Life Sciences ACL-2020

Embedding-based Scientific Literature Discovery in a Text Editor Application ACL-2020

ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL-2020

Code and Named Entity Recognition in StackOverflow ACL-2020

Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study ACL-2020

Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL-2020

Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience ACL-2020 BioNLP-2020 WS-2020

Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL-2020

Clinical Concept Linking with Contextualized Neural Representations ACL-2020

Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset ACL-2020 BioNLP-2020 WS-2020

From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains ACL-2020

Interactive Extractive Search over Biomedical Corpora ACL-2020 BioNLP-2020 WS-2020

S2ORC: The Semantic Scholar Open Research Corpus ACL-2020

Feature Difference Makes Sense: A medical image captioning model exploiting feature difference and tag information ACL-2020

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL-2020

Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL-2020

Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ACL-2020

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

Rationalizing Medical Relation Prediction from Corpus-level Statistics ACL-2020

BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL-2020

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

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

Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation ACL-2020

The TechQA Dataset ACL-2020

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

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

Multi-Cell Compositional LSTM for NER Domain Adaptation ACL-2020

End-to-End Negation Resolution as Graph Parsing ACL-2020 IWPT-2020 WS-2020

Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset ACL-2020

Global Locality in Biomedical Relation and Event Extraction ACL-2020 BioNLP-2020 WS-2020

In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts ACL-2020

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

Meta-Learning for Few-Shot NMT Adaptation ACL-2020 NGT-2020 WS-2020

Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL-2020

Keyphrase Generation for Scientific Document Retrieval ACL-2020

Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL-2020 BioNLP-2020 WS-2020

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ACL-2020

Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL-2020

Reviewing Natural Language Processing Research ACL-2020

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

An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL-2020 BioNLP-2020 WS-2020

Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL-2020

Biomedical Entity Representations with Synonym Marginalization ACL-2020

Entity-Enriched Neural Models for Clinical Question Answering ACL-2020 BioNLP-2020 WS-2020

An Effective Transition-based Model for Discontinuous NER ACL-2020

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL-2020

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

Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL-2020

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

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL-2020

Evidence Inference 2.0: More Data, Better Models ACL-2020 BioNLP-2020 WS-2020

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

Tracking the Evolution of Written Language Competence in L2 Spanish Learners ACL-2020 BEA-2020 WS-2020

Towards Understanding ASR Error Correction for Medical Conversations ACL-2020 NLPMC-2020 WS-2020

On the use of BERT for Neural Machine Translation EMNLP-2019 WS-2019

PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP-2019 WS-2019

Adversarial Domain Adaptation for Machine Reading Comprehension EMNLP-2019

PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP-2019

When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP-2019 WS-2019

Contextualized Word Representations from Distant Supervision with and for NER EMNLP-2019 WS-2019

Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP-2019

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP-2019 WS-2019

Recognizing UMLS Semantic Types with Deep Learning EMNLP-2019 WS-2019

Dilated LSTM with attention for Classification of Suicide Notes EMNLP-2019 WS-2019

Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP-2019

Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CoNLL-2019

Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text EMNLP-2019 WS-2019

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