The programmer's assistant: Conversational interaction with a large language model for software development

SI Ross, F Martinez, S Houde, M Muller… - Proceedings of the 28th …, 2023 - dl.acm.org
Large language models (LLMs) have recently been applied in software engineering to
perform tasks such as translating code between programming languages, generating code …

User simulation for evaluating information access systems

K Balog, CX Zhai - Proceedings of the Annual International ACM SIGIR …, 2023 - dl.acm.org
With the emergence of various information access systems exhibiting increasing complexity,
there is a critical need for sound and scalable means of automatic evaluation. To address …

Factors influencing viewing behaviour on search engine results pages: a review of eye-tracking research

D Lewandowski, Y Kammerer - Behaviour & Information …, 2021 - Taylor & Francis
Eye-tracking research is beneficial for better understanding user behaviour in search
engines. The present paper presents a comprehensive narrative literature review of eye …

Offline recommender system evaluation: Challenges and new directions

P Castells, A Moffat - AI magazine, 2022 - ojs.aaai.org
Offline evaluation is an essential complement to online experiments in the selection,
improvement, tuning, and deployment of recommender systems. Offline methodologies for …

Analysing mixed initiatives and search strategies during conversational search

M Aliannejadi, L Azzopardi, H Zamani… - Proceedings of the 30th …, 2021 - dl.acm.org
Information seeking conversations between users and Conversational Search Agents
(CSAs) consist of multiple turns of interaction. While users initiate a search session, ideally a …

Theories of conversation for conversational IR

P Thomas, M Czerwinksi, D McDuff… - ACM Transactions on …, 2021 - dl.acm.org
Conversational information retrieval is a relatively new and fast-develo** research area,
but conversation itself has been well studied for decades. Researchers have analysed …

Which Diversity Evaluation Measures Are" Good"?

T Sakai, Z Zeng - Proceedings of the 42nd international ACM SIGIR …, 2019 - dl.acm.org
This study evaluates 30 IR evaluation measures or their instances, of which nine are for
adhoc IR and 21 are for diversified IR, primarily from the viewpoint of whether their …

A flexible framework for offline effectiveness metrics

A Moffat, J Mackenzie, P Thomas… - Proceedings of the 45th …, 2022 - dl.acm.org
The use of offline effectiveness metrics is one of the cornerstones of evaluation in
information retrieval. Static resources that include test collections and sets of topics, the …

Models versus satisfaction: Towards a better understanding of evaluation metrics

F Zhang, J Mao, Y Liu, X **e, W Ma, M Zhang… - Proceedings of the 43rd …, 2020 - dl.acm.org
Evaluation metrics play an important role in the batch evaluation of IR systems. Based on a
user model that describes how users interact with the rank list, an evaluation metric is …

The search as learning spaceship: Toward a comprehensive model of psychological and technological facets of search as learning

J Von Hoyer, A Hoppe, Y Kammerer, C Otto… - Frontiers in …, 2022 - frontiersin.org
Using a Web search engine is one of today's most frequent activities. Exploratory search
activities which are carried out in order to gain knowledge are conceptualized and denoted …