| MARG: Multi-Agent Review Generation for Scientific Papers | Jan 8, 2024 | Review GenerationSpecificity | CodeCode Available | 2 | 5 |
| Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) | Mar 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Combining Large Language Models with Static Analyzers for Code Review Generation | Feb 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis | Oct 13, 2020 | Review Generationvalid | CodeCode Available | 1 | 5 |
| Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation | May 2, 2023 | Document SummarizationInductive Bias | CodeCode Available | 1 | 5 |
| Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | Oct 4, 2020 | Graph Neural NetworkReview Generation | CodeCode Available | 1 | 5 |
| SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation | May 24, 2023 | DecoderReview Generation | CodeCode Available | 1 | 5 |
| Automated Review Generation Method Based on Large Language Models | Jul 30, 2024 | ArticlesHallucination | CodeCode Available | 1 | 5 |
| Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions | Jun 9, 2024 | Review Generation | CodeCode Available | 1 | 5 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 | 5 |
| Reviewer2: Optimizing Review Generation Through Prompt Generation | Feb 16, 2024 | Review Generation | CodeCode Available | 1 | 5 |
| Can We Automate Scientific Reviewing? | Jan 30, 2021 | Review Generation | CodeCode Available | 1 | 5 |
| A Sentiment Consolidation Framework for Meta-Review Generation | Feb 28, 2024 | Review GenerationText Generation | CodeCode Available | 0 | 5 |
| DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text | Feb 5, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 | 5 |
| Unsupervised Opinion Summarization as Copycat-Review Generation | Nov 6, 2019 | Abstractive Text SummarizationOpinion Summarization | CodeCode Available | 0 | 5 |
| Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation | Oct 1, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 | 5 |
| Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations | Jul 1, 2018 | DecoderRecommendation Systems | CodeCode Available | 0 | 5 |
| Hierarchical Catalogue Generation for Literature Review: A Benchmark | Apr 7, 2023 | InformativenessReview Generation | CodeCode Available | 0 | 5 |
| Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation | May 24, 2023 | Opinion SummarizationReview Generation | CodeCode Available | 0 | 5 |
| Multimodal Review Generation with Privacy and Fairness Awareness | Dec 1, 2020 | FairnessReview Generation | CodeCode Available | 0 | 5 |
| Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding | Jun 11, 2019 | DecoderReview Generation | CodeCode Available | 0 | 5 |
| Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation | Jan 2, 2019 | DiversityReview Generation | CodeCode Available | 0 | 5 |
| Factual and Informative Review Generation for Explainable Recommendation | Sep 12, 2022 | Explainable RecommendationReview Generation | —Unverified | 0 | 0 |
| Knowledge-based Review Generation by Coherence Enhanced Text Planning | May 9, 2021 | InformativenessKnowledge Graphs | —Unverified | 0 | 0 |
| Dynamic Review-based Recommenders | Oct 27, 2021 | Recommendation SystemsReview Generation | —Unverified | 0 | 0 |
