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In recent years, large language models (LLMs) have rapidly proliferated and have been utilized in various tasks, including research in dialogue systems. We aimed to construct a system that not only leverages the flexible conversational…

Computation and Language · Computer Science 2023-12-25 Katsumasa Yoshikawa , Takato Yamazaki , Masaya Ohagi , Tomoya Mizumoto , Keiya Sato

Various studies have been conducted on human-supporting robot systems. These systems have been put to practical use over the years and are now seen in our daily lives. In particular, robots communicating smoothly with people are expected to…

In task-oriented dialogues with symbiotic robots, the robot usually takes the initiative in dialogue progression and topic selection. In such robot-driven dialogue, the user's sense of participation in the dialogue is reduced because the…

Robotics · Computer Science 2022-10-19 Makoto Kawamoto , Masaki Shuzo , Eisaku Maeda

We introduce our system developed for Dialogue Robot Competition 2023 (DRC2023). First, rule-based utterance selection and utterance generation using a large language model (LLM) are combined. We ensure the quality of system utterances…

Human-Computer Interaction · Computer Science 2023-12-22 Ryo Yanagimoto , Yunosuke Kubo , Miki Oshio , Mikio Nakano , Kenta Yamamoto , Kazunori Komatani

This paper describes our system submitted to Dialogue Robot Competition 2022. Our proposed system is a combined model of rule-based and generation-based dialog systems. The system utilizes HyperCLOVA, a Japanese foundation model, not only…

Computation and Language · Computer Science 2022-10-20 Takato Yamazaki , Katsumasa Yoshikawa , Toshiki Kawamoto , Masaya Ohagi , Tomoya Mizumoto , Shuta Ichimura , Yusuke Kida , Toshinori Sato

In this study, we develop a dialogue system for a dialogue robot competition. In the system, the characteristics of sightseeing spots are expressed as "attribute vectors" in advance, and the user is questioned on the different attributes of…

Human-Computer Interaction · Computer Science 2022-10-18 Motoyuki Suzuki , Shintaro Sodeya , Taichi Nakamura

This paper describes a dialogue system developed for the Dialogue Robot Competition 2023 that achieves topic control for trip planning by inserting text into prompts using the ChatGPT-API. We built a system that is capable of generating…

Human-Computer Interaction · Computer Science 2023-12-21 Miyama Tamotsu , Okada Shogo

Today, as seen in smart speakers, spoken dialogue technology is rapidly advancing to enable human-like interaction. However, current dialogue systems cannot pay attention not only to the content of speech, but also to the way of speaking…

Robotics · Computer Science 2022-10-20 Koki Inoue , Shuichiro Ogake , Hayato Kawamura , Naoki Igo

At the Dialogue Robot Competition 2023 (DRC2023), which was held to improve the capability of dialogue robots, our team developed a system that could build common ground and take more natural turns based on user utterance texts. Our system…

Computation and Language · Computer Science 2023-12-22 Ryu Hirai , Shinya Iizuka , Haruhisa Iseno , Ao Guo , Jingjing Jiang , Atsumoto Ohashi , Ryuichiro Higashinaka

We have held dialogue robot competitions in 2020 and 2022 to compare the performances of interactive robots using an android that closely resembles a human. In 2023, the third competition DRC2023 was held. The task of DRC2023 was designed…

To improve the interactive capabilities of a dialogue system, e.g., to adapt to different customers, the Dialogue Robot Competition (DRC2022) was held. As one of the teams, we built a dialogue system with a pipeline structure containing…

Computation and Language · Computer Science 2022-10-19 Ryu Hirai , Atsumoto Ohashi , Ao Guo , Hideki Shiroma , Xulin Zhou , Yukihiko Tone , Shinya Iizuka , Ryuichiro Higashinaka

The Dialogic Robot Competition 2023 (DRC2023) is a competition for humanoid robots (android robots that closely resemble humans) to compete in interactive capabilities. This is the third year of the competition. The top four teams from the…

Robotics · Computer Science 2024-01-17 Ryuichiro Higashinaka , Takashi Minato , Hiromitsu Nishizaki , Takayuki Nagai

This paper describes a personality-adaptive multimodal dialogue system developed for the Dialogue Robot Competition 2022. To realize a dialogue system that adapts the dialogue strategy to individual users, it is necessary to consider the…

Human-Computer Interaction · Computer Science 2022-10-19 Tamotsu Miyama , Shogo Okada

We have reached a practical and realistic phase in human-support dialogue agents by developing a large language model (LLM). However, when requiring expert knowledge or anticipating the utterance content using the massive size of the…

Human-Computer Interaction · Computer Science 2023-12-22 Naoki Yoshimaru , Motoharu Okuma , Takamasa Iio , Kenji Hatano

This paper presents a system for diversity-aware autonomous conversation leveraging the capabilities of large language models (LLMs). The system adapts to diverse populations and individuals, considering factors like background,…

Robotics · Computer Science 2024-06-26 Lucrezia Grassi , Carmine Tommaso Recchiuto , Antonio Sgorbissa

We developed a dialogue system for Dialogue Robot Competition 2022. Our system is composed of three parts. First part investigates participants' demographic information by rule-based interview. Second part recommends a point of interest…

Robotics · Computer Science 2022-10-14 Yuuki Tachioka

The work describes the development of a hybrid control architecture for an anthropomorphic tour guide robot, combining a multi-agent resource management system with automatic behavior scenario generation based on large language models. The…

Robotics · Computer Science 2025-09-15 Elizaveta D. Moskovskaya , Anton D. Moscowsky

This paper describes our dialogue robot system, OSbot, developed for Dialogue Robot Competition 2022. The dialogue flow is based on state transitions described manually and the transition conditions use the results of keyword extraction and…

Human-Computer Interaction · Computer Science 2022-10-19 Yuki Kubo , Ryo Yanagimoto , Hayato Futase , Mikio Nakano , Zhaojie Luo , Kazunori Komatani

This paper describes the dialog robot system designed by Team Irisapu for the preliminary round of the Dialogue Robot Competition 2023 (DRC2023). In order to generate dialogue responses flexibly while adhering to predetermined scenarios, we…

Robotics · Computer Science 2023-12-22 Reon Ohashi , Shinjitsu Agatsuma , Kazuya Tsubokura , Yurie Iribe

We introduce a dynamic benchmarking system for conversational agents that evaluates their performance through a single, simulated, and lengthy user$\leftrightarrow$agent interaction. The interaction is a conversation between the user and…

Computation and Language · Computer Science 2024-10-14 David Castillo-Bolado , Joseph Davidson , Finlay Gray , Marek Rosa
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