awesome-keyphrase-prediction
This repository is to collect keyphrase prediction resource.
https://github.com/hqwu-hitcs/awesome-keyphrase-prediction
Last synced: 1 day ago
JSON representation
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Unsupervised Extraction
- Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers (EACL21)
- Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings (Arxiv21)
- PositionRank: An Unsupervised Approach to KE (ACL17)
- Automatic Ranked KE from Scientific Articles using Phrase Embeddings(NAACL18)
- Simple Unsupervised Keyphrase Extraction using SentenceEmbeddings(CoNLL18)
- Unsupervised Keyphrase Extraction with Multipartite Graphs (NAACL18)
- Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context (EMNLP21)
- AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions (EMNLP21)
- PromptRank: Unsupervised Keyphrase Extraction Using Prompt (ACL23)
- EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression (Arxiv23)
- Simple Unsupervised Keyphrase Extraction using SentenceEmbeddings(CoNLL18)
- PromptRank: Unsupervised Keyphrase Extraction Using Prompt (ACL23)
- EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression (Arxiv23)
- MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction (ACL22)
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Supervised Extraction
- Joint Keyphrase Chunking and SalienceRanking with BERT (Arxiv20)
- Importance Estimation from Multiple Perspectives for Keyphrase Extraction (EMNLP21)
- Open Domain Web Keyphrase Extraction Beyond Language Modeling (EMNLP19)
- Hyperbolic Relevance Matching for Neural Keyphrase Extraction (NAACL22)
- Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction (Arxiv23)
- Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction (Arxiv23)
- A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents (COLING20)
- Keyphrase Extraction with Span-based Feature Representations (Arxiv20)
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Multi-Document Extraction
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Model Structure
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Incorporating additional information or constraints
- SenSeNet: Neural Keyphrase Generation with Document Structure (Arxiv20)
- Structure-Augmented Keyphrase Generation (EMNLP21)
- Keyphrase Generation Beyond the Boundaries of Title and Abstract (Arxiv21)
- Keyphrase Generation with Correlation Constraints (EMNLP18)
- Incorporating Linguistic Constraints intoKeyphrase Generation (ACL19)
- Title-Guided Encoding for Keyphrase Generation (AAAI19)
- Topic-Aware Neural Keyphrase Generation for Social Media Language (ACL19)
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Generation paradigm
- One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases (ACL20)
- Deep Keyphrase Generation (ACL17)
- One2Set: Generating Diverse Keyphrases as a Set (ACL21)
- WR-ONE2SET: Towards Well-Calibrated Keyphrase Generation (EMNLP22)
- WR-ONE2SET: Towards Well-Calibrated Keyphrase Generation (EMNLP22)
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Training and Decoding
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Enhancing Seq2Seq model by GNN & dual CopyNet
- Neural Keyphrase Generation via Reinforcement Learningwith Adaptive Rewards (ACL19)
- Adaptive Beam Search Decoding for Discrete Keyphrase Generation (AAAI20)
- Diverse Keyphrase Generation with Neural Unlikelihood Training (COLING20)
- Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning (EMNLP21)
- Semi-Supervised Learning for Neural Keyphrase Generation (EMNLP18)
- Exclusive Hierarchical Decoding for Deep Keyphrase Generation (ACL20)
- Keyphrase Generation via Soft and Hard Semantic Corrections (EMNLP22)
- Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models (EMNLP23)
- SimCKP: Simple Contrastive Learning of Keyphrase Representations (EMNLP23)
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Multimodal Keyphrase Generation
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Multilingual Keyphrase Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Domain Sdaption & Low Resource
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Application of Keyphrase Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Empirical Study for Keyphrase Generation
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Other Struggle for Keyphrase Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
- Keyphrase Generation: A Text Summarization Struggle (NAACL19)
- An Integrated Approach for KG via Exploring the Power of Retrieval and Extraction (NAACL19)
- Addressing Extraction and Generation Separately: Keyphrase Prediction With Pre-Trained Language Models (TASLP21)
- UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction (ACL21)
- Keyphrase Prediction from Video Transcripts: New Dataset and Directions (COLING22)
- LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization (COLING22)
- A new dataset for multilingual keyphrase generation (NIPS22)
- A Large-Scale Dataset for Biomedical Keyphrase Generation (LOUHI 2022)
- Is ChatGPT A Good Keyphrase Generator? A Preliminary Study (Arxiv23)
- A Preliminary Exploration of GANs for Keyphrase Generation (EMNLP20)
- SGG: Learning to Select, Guide, and Generate for Keyphrase Generation (NAACL21)
- Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention (ACL21)
- ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task (Arxiv23)
- A Large-Scale Dataset for Biomedical Keyphrase Generation (LOUHI 2022)
- Is ChatGPT A Good Keyphrase Generator? A Preliminary Study (Arxiv23)
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Absent Keyphrase Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Pre-Training for Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Unsupervised Generation
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Enhancing Seq2Seq model by GNN & dual CopyNet
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Uncategorized
Categories
Model Structure
15
Other Struggle for Keyphrase Generation
15
Unsupervised Extraction
14
Training and Decoding
9
Supervised Extraction
8
Domain Sdaption & Low Resource
4
Empirical Study for Keyphrase Generation
3
Unsupervised Generation
3
Pre-Training for Generation
2
Uncategorized
2
Absent Keyphrase Generation
2
Multimodal Keyphrase Generation
2
Application of Keyphrase Generation
2
Multilingual Keyphrase Generation
1
Multi-Document Extraction
1