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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Does Head Label Help for Long-Tailed Multi-Label Text Classification AAAI 2021
The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification EMNLP 2021
Using Word Embedding to Reveal Monetary Policy Explanation Changes EMNLP 2021
Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021
Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis AAAI 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021
On Generalization in Coreference Resolution EMNLP 2021
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021
DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays EMNLP 2021
A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature EMNLP 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021
Modeling Endorsement for Multi-Document Abstractive Summarization EMNLP 2021
Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions EMNLP 2021
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution EMNLP 2021
Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains EMNLP 2021
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly EMNLP 2021
Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021
Dependency Induction Through the Lens of Visual Perception EMNLP 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network EMNLP 2021
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021
Negation-Instance Based Evaluation of End-to-End Negation Resolution EMNLP 2021
An End-to-End Approach for Full Bridging Resolution EMNLP 2021