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One of the long-term goals of artificial intelligence is to build an agent that can communicate intelligently with human in natural language. Most existing work on natural language learning relies heavily on training over a pre-collected…

计算与语言 · 计算机科学 2017-05-30 Haichao Zhang , Haonan Yu , Wei Xu

Conversational teachable agents offer a promising platform to support learning, both in the classroom and in remote settings. In this context, the agent takes the role of the novice, while the student takes on the role of teacher. This…

人机交互 · 计算机科学 2024-10-28 Rachel Love , Edith Law , Philip R. Cohen , Dana Kulić

While most machine translation systems to date are trained on large parallel corpora, humans learn language in a different way: by being grounded in an environment and interacting with other humans. In this work, we propose a communication…

计算与语言 · 计算机科学 2018-04-12 Jason Lee , Kyunghyun Cho , Jason Weston , Douwe Kiela

The paper describes user behavior as a result of introducing monetization in the freemium educational online platform. Monetization resulted in alternative system growth mechanisms causing viral increase in the number of users. System…

计算机与社会 · 计算机科学 2015-09-17 I. V. Osipov , A. A. Volinsky , E. Nikulchev , D. Plokhov

Language carries thought and coordination among humans but rarely reaches further along the spectrum of diverse intelligence. Yet non-neural systems -- from gene regulatory networks and microbial consortia to fungi -- are increasingly…

机器学习 · 计算机科学 2026-05-19 Yanbo Zhang , Michael Levin

We propose a method for training language models in an interactive setting inspired by child language acquisition. In our setting, a speaker attempts to communicate some information to a listener in a single-turn dialogue and receives a…

计算与语言 · 计算机科学 2025-05-12 Lennart Stöpler , Rufat Asadli , Mitja Nikolaus , Ryan Cotterell , Alex Warstadt

Human languages have evolved to be structured through repeated language learning and use. These processes introduce biases that operate during language acquisition and shape linguistic systems toward communicative efficiency. In this paper,…

计算与语言 · 计算机科学 2024-12-16 Tom Kouwenhoven , Max Peeperkorn , Tessa Verhoef

Learning to communicate through interaction, rather than relying on explicit supervision, is often considered a prerequisite for developing a general AI. We study a setting where two agents engage in playing a referential game and, from…

机器学习 · 计算机科学 2017-11-07 Serhii Havrylov , Ivan Titov

We introduce a new language learning setting relevant to building adaptive natural language interfaces. It is inspired by Wittgenstein's language games: a human wishes to accomplish some task (e.g., achieving a certain configuration of…

计算与语言 · 计算机科学 2016-06-09 Sida I. Wang , Percy Liang , Christopher D. Manning

In developing the teaching program for a course in Oral Expression in Teaching Chinese as a Foreign Language at the university level, the teacher designs communicative tasks based on conflicts to encourage learners to engage in interactive…

人机交互 · 计算机科学 2025-06-12 Xia Li

This paper explores the impact of variable pragmatic competence on communicative success through simulating language learning and conversing between speakers and listeners with different levels of reasoning abilities. Through studying this…

计算与语言 · 计算机科学 2024-10-10 Kata Naszadi , Frans A. Oliehoek , Christof Monz

Reciprocity is an important feature of human social interaction and underpins our cooperative nature. What is more, simple forms of reciprocity have proved remarkably resilient in matrix game social dilemmas. Most famously, the tit-for-tat…

多智能体系统 · 计算机科学 2019-03-20 Tom Eccles , Edward Hughes , János Kramár , Steven Wheelwright , Joel Z. Leibo

This paper presents a study on mutual speech variation influences in a human-computer setting. The study highlights behavioral patterns in data collected as part of a shadowing experiment, and is performed using a novel end-to-end platform…

人机交互 · 计算机科学 2018-09-14 Eran Raveh , Ingmar Steiner , Iona Gessinger , Bernd Möbius

A good dialogue agent should have the ability to interact with users by both responding to questions and by asking questions, and importantly to learn from both types of interaction. In this work, we explore this direction by designing a…

计算与语言 · 计算机科学 2017-02-14 Jiwei Li , Alexander H. Miller , Sumit Chopra , Marc'Aurelio Ranzato , Jason Weston

Artificial Intelligence is a central topic in the computer science curriculum. From the year 2011 a project-based learning methodology based on computer games has been designed and implemented into the intelligence artificial course at the…

人工智能 · 计算机科学 2021-01-07 Clemente Rubio-Manzano , Tomas Lermanda Senoceain

This paper presents a description and evaluation of the ROC Speak system, a platform that allows ubiquitous access to communication skills training. ROC Speak (available at rocspeak.com) enables anyone to go to a website, record a video,…

人机交互 · 计算机科学 2023-10-10 Ru Zhao , Vivian Li , Hugo Barbosa , Gourab Ghoshal , Mohammed , Hoque

This paper focuses on AI tutors in foreign language learning, a field of application of AI tutors with great development, especially during the last years, when great advances in natural language understanding and processing in real time,…

人机交互 · 计算机科学 2025-08-08 Nikolaos Avouris

Existing Real-Time Translation Interfaces (RTTI) do not provide experience as natural and efficient as monolingual communication. Also, such systems do not provide functions supporting language learning. This results in the waste of both…

人机交互 · 计算机科学 2016-04-29 Yaohua Xie

The emergence of pretrained large language models has led to the deployment of a range of social chatbots for chitchat. Although these chatbots demonstrate language ability and fluency, they are not guaranteed to be engaging and can…

Chat dialogues contain considerable useful information about a speaker's interests, preferences, and experiences.Thus, knowledge from open-domain chat dialogue can be used to personalize various systems and offer recommendations for…

机器学习 · 计算机科学 2024-02-08 Ryutaro Asahara , Masaki Takahashi , Chiho Iwahashi , Michimasa Inaba