| Re-ReST: Reflection-Reinforced Self-Training for Language Agents | Jun 3, 2024 | Code GenerationImage Generation | CodeCode Available | 1 |
| Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top | May 24, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
| HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models | May 23, 2024 | HippocampusKnowledge Graphs | CodeCode Available | 7 |
| Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo | May 3, 2024 | BenchmarkingMulti-hop Question Answering | CodeCode Available | 0 |
| Multi-hop Question Answering over Knowledge Graphs using Large Language Models | Apr 30, 2024 | Information RetrievalKnowledge Graphs | —Unverified | 0 |
| Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering | Apr 22, 2024 | DiversityMulti-hop Question Answering | —Unverified | 0 |
| Multi-hop Question Answering under Temporal Knowledge Editing | Mar 30, 2024 | knowledge editingMulti-hop Question Answering | —Unverified | 0 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering | Mar 19, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process | Feb 29, 2024 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning | Feb 26, 2024 | Data Augmentationdocument understanding | —Unverified | 0 |
| Question Calibration and Multi-Hop Modeling for Temporal Question Answering | Feb 20, 2024 | Knowledge GraphsMulti-hop Question Answering | —Unverified | 0 |
| Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark | Feb 19, 2024 | counterfactualMulti-hop Question Answering | —Unverified | 0 |
| LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration | Feb 18, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents | Feb 18, 2024 | Mathematical ReasoningMulti-hop Question Answering | CodeCode Available | 1 |
| Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs | Feb 17, 2024 | Knowledge GraphsMulti-hop Question Answering | CodeCode Available | 1 |
| GenDec: A robust generative Question-decomposition method for Multi-hop reasoning | Feb 17, 2024 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| DeepEdit: Knowledge Editing as Decoding with Constraints | Jan 19, 2024 | Informativenessknowledge editing | CodeCode Available | 1 |
| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs | Dec 4, 2023 | Explanation GenerationGraph Neural Network | CodeCode Available | 0 |
| Uncertainty Guided Global Memory Improves Multi-Hop Question Answering | Nov 29, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering | Nov 22, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models | Nov 16, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning | Nov 14, 2023 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
