Search Results for author: Md Rashad Al Hasan Rony

Found 9 papers, 6 papers with code

InCA: Rethinking In-Car Conversational System Assessment Leveraging Large Language Models

no code implementations13 Nov 2023 Ken E. Friedl, Abbas Goher Khan, Soumya Ranjan Sahoo, Md Rashad Al Hasan Rony, Jana Germies, Christian Süß

To address these challenges, this paper introduces a set of KPIs tailored for evaluating the performance of in-car ConvQA systems, along with datasets specifically designed for these KPIs.

Conversational Question Answering

CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering

no code implementations14 Oct 2023 Md Rashad Al Hasan Rony, Christian Suess, Sinchana Ramakanth Bhat, Viju Sudhi, Julia Schneider, Maximilian Vogel, Roman Teucher, Ken E. Friedl, Soumya Sahoo

Large language models (LLMs) have demonstrated remarkable performance by following natural language instructions without fine-tuning them on domain-specific tasks and data.

Conversational Question Answering Retrieval

Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces

1 code implementation4 Aug 2022 Mojtaba Nayyeri, ZiHao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab

In our approach, we build on existing strong representations of single modalities and we use hypercomplex algebra to represent both, (i), single-modality embedding as well as, (ii), the interaction between different modalities and their complementary means of knowledge representation.

Knowledge Graph Embedding Knowledge Graphs +2

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

1 code implementation Findings (NAACL) 2022 Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann

Task-oriented dialogue generation is challenging since the underlying knowledge is often dynamic and effectively incorporating knowledge into the learning process is hard.

Dialogue Generation Knowledge Distillation +1

VANiLLa : Verbalized Answers in Natural Language at Large Scale

1 code implementation24 May 2021 Debanjali Biswas, Mohnish Dubey, Md Rashad Al Hasan Rony, Jens Lehmann

We also present results of training our dataset on multiple baseline models adapted from current state-of-the-art Natural Language Generation (NLG) architectures.

BIG-bench Machine Learning Knowledge Graphs +3

Using a KG-Copy Network for Non-Goal Oriented Dialogues

1 code implementation17 Oct 2019 Debanjan Chaudhuri, Md Rashad Al Hasan Rony, Simon Jordan, Jens Lehmann

Non-goal oriented, generative dialogue systems lack the ability to generate answers with grounded facts.

Knowledge Graphs Response Generation

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