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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)

Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition COLING 2022
Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING 2022
Flat Multi-modal Interaction Transformer for Named Entity Recognition COLING 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition COLING 2022
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
An MRC Framework for Semantic Role Labeling COLING 2022
PCBERT: Parent and Child BERT for Chinese Few-shot NER COLING 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022
Event Causality Extraction with Event Argument Correlations COLING 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER COLING 2022
Dependency-aware Prototype Learning for Few-shot Relation Classification COLING 2022
Method Entity Extraction from Biomedical Texts COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022