| TrustRAG: An Information Assistant with Retrieval Augmented Generation | Feb 19, 2025 | Answer GenerationChunking | CodeCode Available | 5 |
| EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations | Oct 14, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 4 |
| PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models | Feb 12, 2024 | Answer GenerationHallucination | CodeCode Available | 3 |
| Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning | Jan 25, 2025 | Answer GenerationMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit | Jun 8, 2023 | Answer GenerationFact Checking | CodeCode Available | 2 |
| QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs | May 25, 2022 | Answer GenerationNatural Questions | CodeCode Available | 2 |
| LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation | Dec 28, 2023 | Answer GenerationChatbot | CodeCode Available | 2 |
| Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer | Oct 23, 2019 | Answer GenerationCommon Sense Reasoning | CodeCode Available | 2 |
| RAGViz: Diagnose and Visualize Retrieval-Augmented Generation | Nov 4, 2024 | Answer GenerationGPU | CodeCode Available | 2 |
| TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning | Jun 12, 2025 | Answer GenerationChunking | CodeCode Available | 2 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | CodeCode Available | 2 |
| RIRAG: Regulatory Information Retrieval and Answer Generation | Sep 9, 2024 | Answer GenerationInformation Retrieval | CodeCode Available | 1 |
| RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge | Jun 17, 2025 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus | Jan 27, 2020 | Answer GenerationChatbot | CodeCode Available | 1 |
| Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning | May 20, 2025 | Answer GenerationRAG | CodeCode Available | 1 |
| O^2-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering | May 22, 2025 | Answer GenerationOpen-Ended Question Answering | CodeCode Available | 1 |
| PeerQA: A Scientific Question Answering Dataset from Peer Reviews | Feb 19, 2025 | answerability predictionAnswer Generation | CodeCode Available | 1 |
| RMM: A Recursive Mental Model for Dialog Navigation | May 2, 2020 | Answer GenerationInstruction Following | CodeCode Available | 1 |
| LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering | Nov 21, 2020 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization | Dec 30, 2023 | Answer GenerationContrastive Learning | CodeCode Available | 1 |
| KAT: A Knowledge Augmented Transformer for Vision-and-Language | Dec 16, 2021 | Answer GenerationDecoder | CodeCode Available | 1 |
| MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems | Oct 17, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| Multi-granularity Contrastive Cross-modal Collaborative Generation for End-to-End Long-term Video Question Answering | Oct 12, 2024 | Answer GenerationBlocking | CodeCode Available | 1 |
| One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval | Jul 26, 2021 | Answer GenerationPassage Retrieval | CodeCode Available | 1 |
| Improving Question Generation with Multi-level Content Planning | Oct 20, 2023 | Answer GenerationQuestion Generation | CodeCode Available | 1 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| Quiz-Style Question Generation for News Stories | Feb 18, 2021 | Answer GenerationDistractor Generation | CodeCode Available | 1 |
| Knowing More About Questions Can Help: Improving Calibration in Question Answering | Jun 2, 2021 | Answer GenerationData Augmentation | CodeCode Available | 1 |
| MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment | Jun 28, 2024 | Answer GenerationImage Captioning | CodeCode Available | 1 |
| FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection | Aug 12, 2024 | Answer GenerationDecoder | CodeCode Available | 1 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents | May 21, 2025 | Answer GenerationReinforcement Learning (RL) | CodeCode Available | 1 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| EgoNormia: Benchmarking Physical Social Norm Understanding | Feb 27, 2025 | Answer GenerationBenchmarking | CodeCode Available | 1 |
| AuditWen:An Open-Source Large Language Model for Audit | Oct 9, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models | Jul 5, 2024 | Answer GenerationContrastive Learning | CodeCode Available | 1 |
| Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage | Oct 20, 2024 | Answer GenerationRAG | CodeCode Available | 1 |
| Change Detection Meets Visual Question Answering | Dec 12, 2021 | Answer GenerationChange Detection | CodeCode Available | 1 |
| How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning | Feb 28, 2024 | Answer Generation | CodeCode Available | 1 |
| Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models | Sep 5, 2024 | Answer GenerationGraph Question Answering | CodeCode Available | 1 |
| It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books | Sep 8, 2021 | Answer GenerationData Augmentation | CodeCode Available | 1 |
| CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues | Mar 25, 2022 | Answer GenerationAnswer Selection | CodeCode Available | 1 |
| Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? | Apr 29, 2024 | Answer GenerationBenchmarking | CodeCode Available | 1 |
| Can ChatGPT Assess Human Personalities? A General Evaluation Framework | Mar 1, 2023 | Answer GenerationFairness | CodeCode Available | 1 |
| MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer | Mar 19, 2025 | Answer GenerationMathematical Reasoning | CodeCode Available | 1 |
| End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering | Jun 9, 2021 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding | Dec 20, 2021 | Answer GenerationArticles | CodeCode Available | 1 |
| Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering | Jun 29, 2023 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering | Mar 8, 2024 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
