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Found 19 papers, 7 papers with code
Writing Strategies for Science Communication: Data and Computational Analysis
We collect a corpus of 128k science writing documents in English and annotate a subset of this corpus.
Generating Scientific Definitions with Controllable Complexity
Unfamiliar terminology and complex language can present barriers to understanding science.
Research Borderlands: Analysing Writing Across Research Cultures
In this work, we take a human-centered approach to discover and measure language-based cultural norms, and cultural competence of LLMs.
Uncertainty in Action: Confidence Elicitation in Embodied Agents
Expressing confidence is challenging for embodied agents navigating dynamic multimodal environments, where uncertainty arises from both perception and decision-making processes.
Automatic Detection of Research Values from Scientific Abstracts Across Computer Science Subfields
Based on the scheme, we build value classifiers to scale up the analysis and present a systematic study over 226, 600 paper abstracts from 32 CS-related subfields and 86 popular publishing venues over ten years.
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
With the exponential growth of research facilitated by modern technology and improved accessibility, scientific discoveries have become increasingly fragmented within and across fields.
Cocoa: Co-Planning and Co-Execution with AI Agents
Human collaboration benefits from continuous coordination -- planning, delegating tasks, sharing progress, and adjusting objectives -- to align on shared goals.
Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula
To ensure that math curriculum is grade-appropriate and aligns with critical skills or concepts in accordance with educational standards, pedagogical experts can spend months carefully reviewing published math problems.
A Design Space for Intelligent and Interactive Writing Assistants
In our era of rapid technological advancement, the research landscape for writing assistants has become increasingly fragmented across various research communities.
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling
Finally, we find that learning with stories shows a higher retention rate for non-native speakers in the follow-up assessment.
Personalized Jargon Identification for Enhanced Interdisciplinary Communication
We collect a dataset of over 10K term familiarity annotations from 11 computer science researchers for terms drawn from 100 paper abstracts.
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization
We identify four PLS criteria from previous work -- informativeness, simplification, coherence, and faithfulness -- and define a set of perturbations corresponding to these criteria that sensitive metrics should be able to detect.
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks
In this position paper, we argue that developing AI supports for expository writing has unique and exciting research challenges and can lead to high real-world impacts.
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
Scholarly publications are key to the transfer of knowledge from scholars to others.
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
When seeking information not covered in patient-friendly documents, like medical pamphlets, healthcare consumers may turn to the research literature.
All That's `Human' Is Not Gold: Evaluating Human Evaluation of Generated Text
Human evaluations are typically considered the gold standard in natural language generation, but as models{'} fluency improves, how well can evaluators detect and judge machine-generated text?
Exploring the Effect of Author and Reader Identity in Online Story Writing: the STORIESINTHEWILD Corpus.
We analyze the effect of author and reader characteristics and story writing setup on the quality of stories in a short storytelling task.
The Effect of Moderation on Online Mental Health Conversations
We found that participation in group mental health discussions led to improvements in psychological perspective, and that these improvements were larger in moderated conversations.
