Zobrazeno 1 - 10
of 25 300
pro vyhledávání: '"language and interaction"'
Understanding how communicative goals impact and drive the learning process has been a long-standing issue in the field of language acquisition. Recent years have seen renewed interest in the social and pragmatic aspects of language learning: the way
Autor:
Lin, Inna Wanyin, Sharma, Ashish, Rytting, Christopher Michael, Miner, Adam S., Suh, Jina, Althoff, Tim
Navigating certain communication situations can be challenging due to individuals' lack of skills and the interference of strong emotions. However, effective learning opportunities are rarely accessible. In this work, we conduct a human-centered stud
Externí odkaz:
http://arxiv.org/abs/2402.12556
Recommending cold items is a long-standing challenge for collaborative filtering models because these cold items lack historical user interactions to model their collaborative features. The gap between the content of cold items and their behavior pat
Externí odkaz:
http://arxiv.org/abs/2402.09176
Publikováno v:
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval
Large language model (LLM) applications, such as ChatGPT, are a powerful tool for online information-seeking (IS) and problem-solving tasks. However, users still face challenges initializing and refining prompts, and their cognitive barriers and bias
Externí odkaz:
http://arxiv.org/abs/2402.06170
This paper presents a context key/value compression method for Transformer language models in online scenarios, where the context continually expands. As the context lengthens, the attention process demands increasing memory and computations, which i
Externí odkaz:
http://arxiv.org/abs/2312.03414
Self-guided mental health interventions, such as "do-it-yourself" tools to learn and practice coping strategies, show great promise to improve access to mental health care. However, these interventions are often cognitively demanding and emotionally
Externí odkaz:
http://arxiv.org/abs/2310.15461