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Understanding

7,071 papers (37 classified directly here)

Subtopics

Semantic Analysis (2,986) Named Entity Recognition (2,041) Parsing (978) Syntax (773) Coreference Resolution (439) Part-of-Speech Tagging (291) Semantics (143) Morphology (110)

Papers per year

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Papers (including subtopics)

Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation AAAI 2020
Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition AAAI 2020
One Homonym per Translation AAAI 2020
Interactive Fiction Games: A Colossal Adventure AAAI 2020
Latent Relation Language Models AAAI 2020
Knowledge-Graph Augmented Word Representations for Named Entity Recognition AAAI 2020
Leveraging Multi-Token Entities in Document-Level Named Entity Recognition AAAI 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages AAAI 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages AAAI 2020
CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020
Recursively Binary Modification Model for Nested Named Entity Recognition AAAI 2020
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER AAAI 2020
Global Greedy Dependency Parsing AAAI 2020
Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios AAAI 2020
HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition AAAI 2020
Hierarchical Contextualized Representation for Named Entity Recognition AAAI 2020
Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction AAAI 2020
Fine-Grained Entity Typing for Domain Independent Entity Linking AAAI 2020
Lexical Simplification with Pretrained Encoders AAAI 2020
SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation AAAI 2020
Graph-Based Transformer with Cross-Candidate Verification for Semantic Parsing AAAI 2020
Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020
Modelling Form-Meaning Systematicity with Linguistic and Visual Features AAAI 2020
SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases AAAI 2020