| LMGQS: A Large-scale Dataset for Query-focused Summarization | May 22, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| Does This Summary Answer My Question? Modeling Query-Focused Summary Readers with Rational Speech Acts | Nov 10, 2024 | Query-focused SummarizationText Generation | CodeCode Available | 0 |
| Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering | May 24, 2023 | Query-focused SummarizationQuestion Answering | CodeCode Available | 0 |
| SumREN: Summarizing Reported Speech about Events in News | Dec 2, 2022 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning | Nov 29, 2023 | Deep Reinforcement LearningLong Form Question Answering | CodeCode Available | 0 |
| FG-RAG: Enhancing Query-Focused Summarization with Context-Aware Fine-Grained Graph RAG | Mar 13, 2025 | DiversityQuery-focused Summarization | CodeCode Available | 0 |
| A Lightweight Constrained Generation Alternative for Query-focused Summarization | Apr 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Query-focused Summarization | Jul 15, 2024 | Document SummarizationQuery-focused Summarization | CodeCode Available | 0 |
| Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance | May 27, 2021 | Abstractive Text SummarizationQuery-focused Summarization | CodeCode Available | 0 |
| CLIP-It! Language-Guided Video Summarization | Jul 1, 2021 | Query-focused SummarizationQuery focused video summarization | CodeCode Available | 0 |
| QuOTeS: Query-Oriented Technical Summarization | Jun 20, 2023 | Extractive SummarizationInformation Retrieval | CodeCode Available | 0 |
