User profiles for Lidiya Murakhovs'ka

Lidiya Murakhovs'ka

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Cited by 333

Are you sure? challenging llms leads to performance drops in the flipflop experiment

P Laban, L Murakhovs' ka, C Xiong, CS Wu - arXiv preprint arXiv …, 2023 - arxiv.org
The interactive nature of Large Language Models (LLMs) theoretically allows models to
refine and improve their answers, yet systematic analysis of the multi-turn behavior of LLMs …

Xgen-7b technical report

…, T Niu, W Kryściński, L Murakhovs' ka… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have become ubiquitous across various domains,
transforming the way we interact with information and conduct research. However, most high-…

Mixqg: Neural question generation with mixed answer types

L Murakhovs'ka, CS Wu, P Laban, T Niu… - Findings of the …, 2022 - aclanthology.org
Asking good questions is an essential ability for both human and machine intelligence.
However, existing neural question generation approaches mainly focus on short factoid type of …

Quiz design task: Helping teachers create quizzes with automated question generation

P Laban, CS Wu, L Murakhovs'ka, W Liu… - Findings of the …, 2022 - aclanthology.org
Question generation (QGen) models are often evaluated with standardized NLG metrics that
are based on n-gram overlap. In this paper, we measure whether these metric …

Salespeople vs SalesBot: Exploring the role of educational value in conversational recommender systems

L Murakhovs'ka, P Laban, T Xie… - Findings of the …, 2023 - aclanthology.org
Making big purchases requires consumers to research or consult a salesperson to gain domain
expertise. However, existing conversational recommender systems (CRS) often overlook …

Marvista: exploring the design of a human-AI collaborative news reading tool

XA Chen, CS Wu, L Murakhovs' ka, P Laban… - ACM Transactions on …, 2023 - dl.acm.org
We explore the design of Marvista—a human-AI collaborative tool that employs a suite of
natural language processing models to provide end-to-end support for reading online news …

Discord questions: A computational approach to diversity analysis in news coverage

P Laban, CS Wu, L Murakhovs'ka… - Findings of the …, 2022 - aclanthology.org
There are many potential benefits to news readers accessing diverse sources. Modern news
aggregators do the hard work of organizing the news, offering readers a plethora of source …

Designing and evaluating interfaces that highlight news coverage diversity using discord questions

P Laban, CS Wu, L Murakhovs' Ka, XA Chen… - Proceedings of the …, 2023 - dl.acm.org
Modern news aggregators do the hard work of organizing a large news stream, creating
collections for a given news story with tens of source options. This paper shows that navigating …

Intelmo: Enhancing models' adoption of interactive interfaces

C Yang, CS Wu, L Murakhovs'ka… - Proceedings of the …, 2023 - aclanthology.org
This paper presents INTELMO, an easy-to-use library to help model developers adopt user-faced
interactive interfaces and articles from real-time RSS sources for their language models…

Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool

X Anthony'Chen, CS Wu, L Murakhovs' ka… - arXiv e …, 2022 - ui.adsabs.harvard.edu
We explore the design of Marvista--a human-AI collaborative tool that employs a suite of
natural language processing models to provide end-to-end support for reading online news …