Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts ACL-2020

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

Extensively Matching for Few-shot Learning Event Detection ACL-2020 NUSE-2020 WS-2020

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

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

Examining the State-of-the-Art in News Timeline Summarization ACL-2020

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

Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? ACL-2020

SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check ACL-2020

Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events ACL-2020 NUSE-2020 WS-2020

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ACL-2020

ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL-2020

Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer ACL-2020

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

Improving the Identification of the Discourse Function of News Article Paragraphs ACL-2020 NUSE-2020 WS-2020

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

Interactive Construction of User-Centric Dictionary for Text Analytics ACL-2020

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

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

A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL-2020

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

Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL-2019

Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL-2019

Deep Dominance - How to Properly Compare Deep Neural Models ACL-2019

KnowSemLM: A Knowledge Infused Semantic Language Model CoNLL-2019

Enhancing Air Quality Prediction with Social Media and Natural Language Processing ACL-2019

Detecting Subevents using Discourse and Narrative Features ACL-2019

Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP-2019

Fine-Grained Temporal Relation Extraction ACL-2019

A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP-2019

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

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL-2019

Topic-Aware Neural Keyphrase Generation for Social Media Language ACL-2019

Predicting Human Activities from User-Generated Content ACL-2019

Exploiting the Entity Type Sequence to Benefit Event Detection CoNLL-2019

Event Detection with Trigger-Aware Lattice Neural Network EMNLP-2019

Saliency Learning: Teaching the Model Where to Pay Attention NAACL-2019

Neural Cross-Lingual Event Detection with Minimal Parallel Resources EMNLP-2019

Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study EMNLP-2019

Text Generation from Knowledge Graphs with Graph Transformers NAACL-2019

Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media NAACL-2019

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

Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts EMNLP-2019

A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP-2019

Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes EMNLP-2019

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

HMEAE: Hierarchical Modular Event Argument Extraction EMNLP-2019

Financial Event Extraction Using Wikipedia-Based Weak Supervision EMNLP-2019 WS-2019

Event Detection without Triggers NAACL-2019

Incorporating Fine-grained Events in Stock Movement Prediction EMNLP-2019 WS-2019

Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019) EMNLP-2019 WS-2019

Extending Event Detection to New Types with Learning from Keywords EMNLP-2019 WS-2019

Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP-2019 WS-2019

Spatial Aggregation Facilitates Discovery of Spatial Topics ACL-2019

Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL-2019

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ACL-2019

Adversarial Training for Weakly Supervised Event Detection NAACL-2019

Literary Event Detection ACL-2019

Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL-2019

JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in the BSNLP-2019 shared task ACL-2019 WS-2019

AudioCaps: Generating Captions for Audios in The Wild NAACL-2019

Event Detection with Multi-Order Graph Convolution and Aggregated Attention EMNLP-2019

Modality-based Factorization for Multimodal Fusion ACL-2019 WS-2019

Composing a Picture Book by Automatic Story Understanding and Visualization ACL-2019 WS-2019

Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP-2019

Sub-event detection from twitter streams as a sequence labeling problem NAACL-2019

Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP-2019 WS-2019

Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources CoNLL-2019

Crisis Detection from Arabic Tweets WS-2019

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

Semantic Neural Machine Translation Using AMR TACL-2019

Detecting Cybersecurity Events from Noisy Short Text NAACL-2019

Distributed Knowledge Based Clinical Auto-Coding System ACL-2019

Dense Procedure Captioning in Narrated Instructional Videos ACL-2019

Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction EMNLP-2019

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop NAACL-2019

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP-2019

SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia NAACL-2019

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

Rapid Customization for Event Extraction ACL-2019

Exploring Pre-trained Language Models for Event Extraction and Generation ACL-2019

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

Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP-2018

Efficient Online Scalar Annotation with Bounded Support ACL-2018

Event Detection with Neural Networks: A Rigorous Empirical Evaluation EMNLP-2018

Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP-2018

Automatic Event Salience Identification EMNLP-2018

Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation EMNLP-2018

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL-2018

Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP-2018

AD3: Attentive Deep Document Dater EMNLP-2018

Deriving Machine Attention from Human Rationales EMNLP-2018

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP-2018

Siamese Network-Based Supervised Topic Modeling EMNLP-2018

Lexicosyntactic Inference in Neural Models EMNLP-2018

Sound Signal Processing with Seq2Tree Network LREC-2018

Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP-2018

Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL-2018

A Multimodal Corpus for Mutual Gaze and Joint Attention in Multiparty Situated Interaction LREC-2018

CogCompTime: A Tool for Understanding Time in Natural Language EMNLP-2018

WS

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