Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-keyphrase-prediction
This repository is to collect keyphrase prediction resource.
https://github.com/hqwu-hitcs/awesome-keyphrase-prediction
Last synced: 4 days ago
JSON representation
-
Uncategorized
-
Unsupervised Extraction
- PositionRank: An Unsupervised Approach to KE (ACL17)
- Automatic Ranked KE from Scientific Articles using Phrase Embeddings(NAACL18)
- 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)
- Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers (EACL21)
- Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings (Arxiv21)
- MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction (ACL22)
- PromptRank: Unsupervised Keyphrase Extraction Using Prompt (ACL23)
- EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression (Arxiv23)
-
Supervised Extraction
- Open Domain Web Keyphrase Extraction Beyond Language Modeling (EMNLP19)
- A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents (COLING20)
- Keyphrase Extraction with Span-based Feature Representations (Arxiv20)
- Joint Keyphrase Chunking and SalienceRanking with BERT (Arxiv20)
- Importance Estimation from Multiple Perspectives for Keyphrase Extraction (EMNLP21)
- Hyperbolic Relevance Matching for Neural Keyphrase Extraction (NAACL22)
- Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction (Arxiv23)
-
Multi-Document Extraction
-
Model Structure
-
Generation paradigm
-
Incorporating additional information or constraints
- 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)
- SenSeNet: Neural Keyphrase Generation with Document Structure (Arxiv20)
- Structure-Augmented Keyphrase Generation (EMNLP21)
- Keyphrase Generation Beyond the Boundaries of Title and Abstract (Arxiv21)
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Training and Decoding
-
Enhancing Seq2Seq model by GNN & dual CopyNet
- Semi-Supervised Learning for Neural Keyphrase Generation (EMNLP18)
- Neural Keyphrase Generation via Reinforcement Learningwith Adaptive Rewards (ACL19)
- Exclusive Hierarchical Decoding for Deep Keyphrase Generation (ACL20)
- 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)
- 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)
-
-
Absent Keyphrase Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Multimodal Keyphrase Generation
-
Multilingual Keyphrase Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Pre-Training for Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Unsupervised Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Domain Sdaption & Low Resource
-
Application of Keyphrase Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Empirical Study for Keyphrase Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
-
-
Other Struggle for Keyphrase Generation
-
Enhancing Seq2Seq model by GNN & dual CopyNet
- Keyphrase Generation: A Text Summarization Struggle (NAACL19)
- A Preliminary Exploration of GANs for Keyphrase Generation (EMNLP20)
- 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)
- SGG: Learning to Select, Guide, and Generate for Keyphrase Generation (NAACL21)
- Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention (ACL21)
- 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)
- ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task (Arxiv23)
-
Categories
Model Structure
14
Unsupervised Extraction
13
Other Struggle for Keyphrase Generation
13
Training and Decoding
9
Supervised Extraction
7
Uncategorized
4
Domain Sdaption & Low Resource
3
Pre-Training for Generation
2
Empirical Study for Keyphrase Generation
2
Absent Keyphrase Generation
2
Unsupervised Generation
2
Multimodal Keyphrase Generation
2
Application of Keyphrase Generation
2
Multilingual Keyphrase Generation
1
Multi-Document Extraction
1