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Keyphrase Extraction
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A classic task to extract salient phrases that best summarize a document, which essentially has two stages: candidate generation and keyphrase ranking.
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LongKey: Keyphrase Extraction for Long Documents
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)
ChuLo: Chunk-Level Key Information Representation for Long Document Processing
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian
Pre-Trained Language Models for Keyphrase Prediction: A Review
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction
An efficient domain-independent approach for supervised keyphrase extraction and ranking
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering
Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study
Cross-Domain Robustness of Transformer-based Keyphrase Generation
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation
BibRank: Automatic Keyphrase Extraction Platform Using~Metadata
SimCKP: Simple Contrastive Learning of Keyphrase Representations
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering
Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings
PromptRank: Unsupervised Keyphrase Extraction Using Prompt
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation
Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)
MUG: A General Meeting Understanding and Generation Benchmark
W2KPE: Keyphrase Extraction with Word-Word Relation
Theme-driven Keyphrase Extraction to Analyze Social Media Discourse
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction
Improving Keyphrase Extraction with Data Augmentation and Information Filtering
Applying Transformer-based Text Summarization for Keyphrase Generation
Combining keyphrase extraction and lexical diversity to characterize ideas in publication titles
Keyword Extraction in Scientific Documents
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