Search Results for author: Magdalena Kaiser

Found 4 papers, 3 papers with code

Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation

no code implementations20 Oct 2023 Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum

This implies that training is limited to surface forms seen in the respective datasets, and evaluation is on a small set of held-out questions.

Conversational Question Answering Knowledge Graphs

Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs

1 code implementation11 May 2021 Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum

We present a reinforcement learning model, termed CONQUER, that can learn from a conversational stream of questions and reformulations.

Conversational Question Answering Knowledge Graphs +2

Conversational Question Answering over Passages by Leveraging Word Proximity Networks

1 code implementation27 Apr 2020 Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum

In this work, we demonstrate CROWN (Conversational passage ranking by Reasoning Over Word Networks): an unsupervised yet effective system for conversational QA with passage responses, that supports several modes of context propagation over multiple turns.

Conversational Question Answering Information Retrieval +2

CROWN: Conversational Passage Ranking by Reasoning over Word Networks

1 code implementation7 Nov 2019 Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum

Information needs around a topic cannot be satisfied in a single turn; users typically ask follow-up questions referring to the same theme and a system must be capable of understanding the conversational context of a request to retrieve correct answers.

Passage Ranking

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