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Information Extraction

3209 directly classified papers

Papers per year

Papers

Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training IJCAI 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information IJCAI 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020
Exploiting Sentence Order in Document Alignment EMNLP 2020
Introducing a New Dataset for Event Detection in Cybersecurity Texts EMNLP 2020
Extracting Adherence Information from Electronic Health Records COLING 2020
Event-Guided Denoising for Multilingual Relation Learning COLING 2020
Federated Learning for Spoken Language Understanding COLING 2020
Mining Crowdsourcing Problems from Discussion Forums of Workers COLING 2020
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation COLING 2020
Automatic detection of unexpected/erroneous collocations in learner corpus COLING 2020
MTLB-STRUCT @Parseme 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models COLING 2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation COLING 2020
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction COLING 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction COLING 2020
COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media COLING 2020
Annotating Patient Information Needs in Online Diabetes Forums COLING 2020
Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines COLING 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations EMNLP 2020
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning EMNLP 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020
Social Media Attributions in the Context of Water Crisis EMNLP 2020
Information Extraction from Federal Open Market Committee Statements COLING 2020
Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels COLING 2020