Modeling Long Context for Task-Oriented Dialogue State Generation ACL-2020

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

Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL-2020

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

Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL-2020

Clinical Concept Linking with Contextualized Neural Representations ACL-2020

Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding ACL-2020

Dialogue State Tracking with Explicit Slot Connection Modeling ACL-2020

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

Structured Tuning for Semantic Role Labeling ACL-2020

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

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

ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents ACL-2020

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

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

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

Multi-Sentence Argument Linking ACL-2020

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

Biomedical Entity Representations with Synonym Marginalization ACL-2020

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

Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning ACL-2020 BEA-2020 WS-2020

What are the Goals of Distributional Semantics? ACL-2020

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

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

Finding Universal Grammatical Relations in Multilingual BERT ACL-2020

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

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

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

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

(Re)construing Meaning in NLP ACL-2020

Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts EMNLP-2019 WS-2019

Bacteria Biotope at BioNLP Open Shared Tasks 2019 EMNLP-2019 WS-2019

Linked Open Treebanks. Interlinking Syntactically Annotated Corpora in the LiLa Knowledge Base of Linguistic Resources for Latin WS-2019

Automatic Generation and Semantic Grading of Esperanto Sentences in a Teaching Context NoDaLiDa-2019 WS-2019

A Spanish E-dictionary of Collocations WS-2019

Compiling and Filtering ParIce: An English-Icelandic Parallel Corpus NoDaLiDa-2019 WS-2019

Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH ACL-2019 WS-2019

LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition ACL-2019 WS-2019

Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation EMNLP-2019

MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP-2019

Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL-2019 WS-2019

Leveraging Sublanguage Features for the Semantic Categorization of Clinical Terms ACL-2019 WS-2019

BioRelEx 1.0: Biological Relation Extraction Benchmark ACL-2019 WS-2019

A Pilot Study for Chinese SQL Semantic Parsing EMNLP-2019

Open Information Extraction from Question-Answer Pairs NAACL-2019

Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP-2019 WS-2019

CRAFT Shared Tasks 2019 Overview –- Integrated Structure, Semantics, and Coreference EMNLP-2019 WS-2019

Some steps towards the generation of diachronic WordNets NoDaLiDa-2019 WS-2019

A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL-2019 WS-2019

Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian ACL-2019 WS-2019

A Multi-Platform Annotation Ecosystem for Domain Adaptation ACL-2019 WS-2019

Text Classification with Few Examples using Controlled Generalization NAACL-2019

Effective Feature Representation for Clinical Text Concept Extraction NAACL-2019 WS-2019

Semantic Spatial Representation: a unique representation of an environment based on an ontology for robotic applications NAACL-2019 WS-2019

SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems CoNLL-2019

FiST – towards a free Semantic Tagger of modern standard Finnish WS-2019

MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL-2019 WS-2019

A Semantic Ontology of Danish Adjectives IWCS-2019 WS-2019

INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification *SEMEVAL-2019

Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL-2019

Rapid Customization for Event Extraction ACL-2019

Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language ACL-2019

Robust Zero-Shot Cross-Domain Slot Filling with Example Values ACL-2019

Tagging modality in Oceanic languages of Melanesia ACL-2019 WS-2019

Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective ACL-2019

Large-Scale Multi-Label Text Classification on EU Legislation ACL-2019

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL-2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ACL-2019

Neural Legal Judgment Prediction in English ACL-2019

Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP-2019 WS-2019

Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method EMNLP-2019 WS-2019

Extracting relevant information from physician-patient dialogues for automated clinical note taking EMNLP-2019 WS-2019

AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text ACL-2019

Distant Learning for Entity Linking with Automatic Noise Detection ACL-2019

Embedding Imputation with Grounded Language Information ACL-2019

To Combine or Not To Combine? A Rainbow Deep Reinforcement Learning Agent for Dialog Policies WS-2019

Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker WS-2019

UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL-2019 WS-2019

Flexibly-Structured Model for Task-Oriented Dialogues WS-2019

Leveraging Dependency Forest for Neural Medical Relation Extraction EMNLP-2019

Clinical Concept Extraction for Document-Level Coding ACL-2019 WS-2019

A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP-2019

Dialog State Tracking: A Neural Reading Comprehension Approach WS-2019

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

Learning Outcomes and Their Relatedness in a Medical Curriculum ACL-2019 WS-2019

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking EMNLP-2019

Query selection methods for automated corpora construction with a use case in food-drug interactions ACL-2019 WS-2019

Energy-Based Modelling for Dialogue State Tracking ACL-2019 WS-2019

A Self-Training Approach for Short Text Clustering ACL-2019 WS-2019

UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP-2019 WS-2019

Extracting Factual Min/Max Age Information from Clinical Trial Studies NAACL-2019 WS-2019

Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation NAACL-2019 WS-2019

Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios CoNLL-2019

Evaluation of named entity coreference NAACL-2019 WS-2019

Meaning to Form: Measuring Systematicity as Information ACL-2019

Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ACL-2019

Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection ACL-2019

Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models NAACL-2019

Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin ACL-2019 WS-2019

Training Neural Response Selection for Task-Oriented Dialogue Systems ACL-2019

WS

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