Слияние в декодере

method ID: fusionindecoder

Related Papers

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractCurrent Open-Domain Question Answering (ODQA) models typically include a retrieving module and a reading module, where the retriever selects potentially relevant passages from open-source documents for a given question, and …...

39042

Modeling Multi-hop Question Answering as Single Sequence Prediction

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractFusion-in-decoder (Fid) (Izacard and Grave, 2020) is a generative question answering (QA) model that leverages passage retrieval with a pre-trained transformer and pushed the state of the art on single-hop …...

39307

MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractTransformer-based models for question answering (QA) over tables and texts confront a “long” hybrid sequence over tabular and textual elements, causing long-range reasoning problems. To handle long-range reasoning, we extensively …...

33274

Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractRecent generative approaches for multi-hop question answering (QA) utilize the fusion-in-decoder method to generate a single sequence output which includes both a final answer and a reasoning path taken to …...

38025