| GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models | Oct 12, 2023 | Answer GenerationHallucination | CodeCode Available | 0 |
| Towards Mitigating Hallucination in Large Language Models via Self-Reflection | Oct 10, 2023 | Answer GenerationHallucination | —Unverified | 0 |
| Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering | Oct 9, 2023 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure | Oct 9, 2023 | Answer GenerationLanguage Modelling | —Unverified | 0 |
| Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs | Aug 24, 2023 | Answer GenerationOpen-Domain Question Answering | —Unverified | 0 |
| Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems | Jul 15, 2023 | Answer GenerationAnswer Selection | CodeCode Available | 0 |
| QontSum: On Contrasting Salient Content for Query-focused Summarization | Jul 14, 2023 | Answer GenerationContrastive Learning | —Unverified | 0 |
| Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering | Jun 29, 2023 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks | Jun 28, 2023 | Answer GenerationRetrieval | CodeCode Available | 0 |
| UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization | Jun 12, 2023 | Answer GenerationPoll Generation | CodeCode Available | 0 |
| Weakly Supervised Visual Question Answer Generation | Jun 11, 2023 | Answer GenerationDependency Parsing | —Unverified | 0 |
| RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit | Jun 8, 2023 | Answer GenerationFact Checking | CodeCode Available | 2 |
| Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval | Jun 5, 2023 | Answer GenerationInformation Retrieval | —Unverified | 0 |
| A Conditional Generative Chatbot using Transformer Model | Jun 3, 2023 | Answer GenerationChatbot | —Unverified | 0 |
| Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy | May 29, 2023 | Answer GenerationArticles | —Unverified | 0 |
| GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking | May 29, 2023 | Answer GenerationDialogue Generation | —Unverified | 0 |
| A Practical Toolkit for Multilingual Question and Answer Generation | May 27, 2023 | Answer GenerationDecoder | CodeCode Available | 0 |
| An Empirical Comparison of LM-based Question and Answer Generation Methods | May 26, 2023 | Answer GenerationData Augmentation | CodeCode Available | 0 |
| Learning Answer Generation using Supervision from Automatic Question Answering Evaluators | May 24, 2023 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery | May 19, 2023 | Answer Generationobject-detection | CodeCode Available | 1 |
| xPQA: Cross-Lingual Product Question Answering across 12 Languages | May 16, 2023 | Answer GenerationMachine Translation | CodeCode Available | 1 |
| Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA | Apr 4, 2023 | Answer GenerationLanguage Modelling | —Unverified | 0 |
| VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning | Mar 5, 2023 | Answer GenerationEntity Alignment | CodeCode Available | 0 |
| Can ChatGPT Assess Human Personalities? A General Evaluation Framework | Mar 1, 2023 | Answer GenerationFairness | CodeCode Available | 1 |
| Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs | Feb 23, 2023 | Answer GenerationReranking | —Unverified | 0 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| Combining Data Generation and Active Learning for Low-Resource Question Answering | Nov 27, 2022 | Active LearningAnswer Generation | CodeCode Available | 0 |
| TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering | Nov 24, 2022 | Answer GenerationQuestion Answering | CodeCode Available | 0 |
| Unified Multimodal Model with Unlikelihood Training for Visual Dialog | Nov 23, 2022 | Answer GenerationChatbot | CodeCode Available | 1 |
| Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models | Nov 2, 2022 | Answer GenerationFact Verification | —Unverified | 0 |
| Applying Information Extraction to Storybook Question and Answer Generation | Nov 1, 2022 | Answer GenerationQuestion Generation | —Unverified | 0 |
| Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions | Oct 24, 2022 | Answer GenerationConversational Question Answering | —Unverified | 0 |
| Knowledge Transfer from Answer Ranking to Answer Generation | Oct 23, 2022 | Answer GenerationQuestion Answering | —Unverified | 0 |
| ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains | Oct 17, 2022 | Answer GenerationDiversity | —Unverified | 0 |
| SUMBot: Summarizing Context in Open-Domain Dialogue Systems | Oct 12, 2022 | Answer GenerationDialogue Generation | —Unverified | 0 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | CodeCode Available | 2 |
| Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation | Oct 1, 2022 | Answer GenerationLogical Reasoning | —Unverified | 0 |
| Conversational QA Dataset Generation with Answer Revision | Sep 23, 2022 | Answer GenerationConversational Question Answering | —Unverified | 0 |
| An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs | Aug 13, 2022 | Answer GenerationConversational Question Answering | —Unverified | 0 |
| TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation | Aug 3, 2022 | Answer GenerationQuestion-Answer-Generation | CodeCode Available | 1 |
| PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering | Jul 1, 2022 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Transfer Learning and Masked Generation for Answer Verbalization | Jul 1, 2022 | Answer GenerationQuestion Answering | —Unverified | 0 |
| ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System | May 30, 2022 | Answer GenerationData Augmentation | CodeCode Available | 1 |
| QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs | May 25, 2022 | Answer GenerationNatural Questions | CodeCode Available | 2 |
| Modeling Multi-hop Question Answering as Single Sequence Prediction | May 18, 2022 | Answer GenerationDecoder | —Unverified | 0 |
| Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices | May 1, 2022 | Answer GenerationData Augmentation | —Unverified | 0 |
| Investigating the Generative Approach for Question Answering in E-Commerce | May 1, 2022 | Answer GenerationQuestion Answering | —Unverified | 0 |
| It is AI’s Turn to Ask Humans a Question: Question-Answer Pair Generation for Children’s Story Books | May 1, 2022 | Answer GenerationQuestion-Answer-Generation | —Unverified | 0 |
| ELQA: A Corpus of Metalinguistic Questions and Answers about English | May 1, 2022 | Answer GenerationQuestion Answering | CodeCode Available | 0 |
| CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues | Mar 25, 2022 | Answer GenerationAnswer Selection | CodeCode Available | 1 |