conftrace_

multi-hop question answering

118 papers

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Also known as

MHQA MULTI-HOP QA

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) multi-hop reasoning (423) question answering (2963) knowledge graph (1837) reasoning chain (79) information retrieval (1514) knowledge retrieval (330) question decomposition (59) knowledge editing (295)

Papers

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023
S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering EMNLP 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought EMNLP 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering EACL 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes EMNLP 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
Graph-Induced Transformers for Efficient Multi-Hop Question Answering EMNLP 2022
Cheater’s Bowl: Human vs. Computer Search Strategies for Open-Domain QA EMNLP 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering IJCAI 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training ACL 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval NAACL 2021
Breadth First Reasoning Graph for Multi-hop Question Answering NAACL 2021
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021
Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? EACL 2021
Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases ACL 2020