Browse State-of-the-Art › Multi-hop Question Answering › Papers, page 2
Multi-hop Question Answering
Papers archive 2025-07-28
archive papers tagged: 202 · with a code link: 92 · where Syntology ran a sample: 32 (30 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (32 of 202 tagged: 30 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 202, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering11 Apr 2025 0 repositories listed
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An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering30 Mar 2025 0 repositories listed
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A Training-free LLM Framework with Interaction between Contextually Related Subtasks in Solving Complex Tasks29 Mar 2025 0 repositories listed
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Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering29 Mar 2025 0 repositories listed
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RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning17 Mar 2025 0 repositories listed
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ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA10 Mar 2025 0 repositories listed
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Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability5 Mar 2025 0 repositories listed
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Optimizing Multi-Hop Document Retrieval Through Intermediate Representations2 Mar 2025 0 repositories listed
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KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation25 Feb 2025 0 repositories listed
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Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering20 Feb 2025 0 repositories listed
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QuOTE: Question-Oriented Text Embeddings16 Feb 2025 0 repositories listed
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K-Edit: Language Model Editing with Contextual Knowledge Awareness15 Feb 2025 0 repositories listed
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Hybrid Graphs for Table-and-Text based Question Answering using LLMs29 Jan 2025 0 repositories listed
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Chain-of-Retrieval Augmented Generation24 Jan 2025 0 repositories listed
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A Method for Multi-Hop Question Answering on Persian Knowledge Graph18 Jan 2025 0 repositories listed
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Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning14 Jan 2025 0 repositories listed
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Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks10 Jan 2025 0 repositories listed
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Multimodal Multihop Source Retrieval for Web Question Answering7 Jan 2025 0 repositories listed
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GeAR: Graph-enhanced Agent for Retrieval-augmented Generation24 Dec 2024 0 repositories listed
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Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability19 Dec 2024 0 repositories listed
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An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism8 Dec 2024 0 repositories listed
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GRS-QA -- Graph Reasoning-Structured Question Answering Dataset1 Nov 2024 0 repositories listed
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Dynamic Strategy Planning for Efficient Question Answering with Large Language Models30 Oct 2024 0 repositories listed
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SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine22 Oct 2024 0 repositories listed
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Large Language Models as a Tool for Mining Object Knowledge16 Oct 2024 0 repositories listed
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Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models28 Sep 2024 0 repositories listed
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MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language18 Sep 2024 0 repositories listed
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Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources12 Sep 2024 0 repositories listed
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LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments28 Aug 2024 0 repositories listed
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Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach18 Jul 2024 0 repositories listed
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GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?14 Jul 2024 0 repositories listed
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Meta-prompting Optimized Retrieval-augmented Generation4 Jul 2024 0 repositories listed
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STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering4 Jul 2024 0 repositories listed
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FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering3 Jul 2024 0 repositories listed
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BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering28 Jun 2024 0 repositories listed
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SEAM: A Stochastic Benchmark for Multi-Document Tasks23 Jun 2024 0 repositories listed
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Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering21 Jun 2024 0 repositories listed
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LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization18 Jun 2024 0 repositories listed
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HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs10 Jun 2024 0 repositories listed
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Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top24 May 2024 0 repositories listed
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Multi-hop Question Answering over Knowledge Graphs using Large Language Models30 Apr 2024 0 repositories listed
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Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering22 Apr 2024 0 repositories listed
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Multi-hop Question Answering under Temporal Knowledge Editing30 Mar 2024 0 repositories listed
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Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process29 Feb 2024 0 repositories listed
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Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning26 Feb 2024 0 repositories listed
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20 Feb 2024 0 repositories listed
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Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark19 Feb 2024 0 repositories listed
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GenDec: A robust generative Question-decomposition method for Multi-hop reasoning17 Feb 2024 0 repositories listed
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Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering22 Nov 2023 0 repositories listed
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Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models16 Nov 2023 0 repositories listed
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Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning14 Nov 2023 0 repositories listed
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Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval5 Nov 2023 0 repositories listed
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Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models22 Sep 2023 0 repositories listed
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Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models16 Sep 2023 0 repositories listed
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HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge22 Aug 2023 0 repositories listed
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Performance Prediction for Multi-hop Questions12 Aug 2023 0 repositories listed
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Single Sequence Prediction over Reasoning Graphs for Multi-hop QA1 Jul 2023 0 repositories listed
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Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering23 May 2023 0 repositories listed
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HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision23 May 2023 0 repositories listed
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Graph Attention with Hierarchies for Multi-hop Question Answering27 Jan 2023 0 repositories listed
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Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models10 Nov 2022 0 repositories listed
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Prompt-based Conservation Learning for Multi-hop Question Answering14 Sep 2022 0 repositories listed
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Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs2 Sep 2022 0 repositories listed
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Constraint-based Multi-hop Question Answering with Knowledge Graph1 Jul 2022 0 repositories listed
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Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering1 Jul 2022 0 repositories listed
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Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering16 Jun 2022 0 repositories listed
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A STEP towards Interpretable Multi-Hop Reasoning:Bridge Phrase Identification and Query Expansion1 Jun 2022 0 repositories listed
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From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering24 May 2022 0 repositories listed
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Modeling Multi-hop Question Answering as Single Sequence Prediction18 May 2022 0 repositories listed
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Multi-hop Question Answering19 Apr 2022 0 repositories listed
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Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes16 Apr 2022 0 repositories listed
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Ask to Understand: Question Generation for Multi-hop Question Answering17 Mar 2022 0 repositories listed
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Semantic Sentence Composition Reasoning for Multi-Hop Question Answering1 Mar 2022 0 repositories listed
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Does Entity Abstraction Help Generative Transformers Reason?5 Jan 2022 0 repositories listed
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Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering17 Dec 2021 0 repositories listed
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Few-shot Multi-hop Question Answering over Knowledge Base14 Dec 2021 0 repositories listed
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Modeling Multi-hop Question Answering as Single Sequence Prediction16 Nov 2021 0 repositories listed
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Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs1 Aug 2021 0 repositories listed
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Robustifying Multi-hop QA through Pseudo-Evidentiality Training7 Jul 2021 0 repositories listed
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Breadth First Reasoning Graph for Multi-hop Question Answering1 Jun 2021 0 repositories listed
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1 Jun 2021 0 repositories listed
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If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering1 Jun 2021 0 repositories listed
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Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference7 May 2021 0 repositories listed
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Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction27 Apr 2021 0 repositories listed
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Generative Context Pair Selection for Multi-hop Question Answering18 Apr 2021 0 repositories listed
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Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering7 Feb 2021 0 repositories listed
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Coarse-grained decomposition and fine-grained interaction for multi-hop question answering15 Jan 2021 0 repositories listed
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Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules?1 Nov 2020 0 repositories listed
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16 Sep 2020 0 repositories listed
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CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization17 Jun 2020 0 repositories listed
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Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network20 Apr 2020 0 repositories listed
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14 Apr 2020 0 repositories listed
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Is Graph Structure Necessary for Multi-hop Question Answering?7 Apr 2020 0 repositories listed
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Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games6 Apr 2020 0 repositories listed
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Reinforced Multi-task Approach for Multi-hop Question Generation5 Apr 2020 0 repositories listed
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Generating Followup Questions for Interpretable Multi-hop Question Answering27 Feb 2020 0 repositories listed
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Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?23 Feb 2020 0 repositories listed
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Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering17 Nov 2019 0 repositories listed
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Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks1 Oct 2019 0 repositories listed
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Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering17 Sep 2019 0 repositories listed