New methods focus on analyzing source code for better defect prediction.
Hung Viet Pham, Tung Thanh Nguyen
― 7 min read
Computer Science - Computation and Language
RSSMultiClimate dataset reveals public stances on climate change through videos.
Jiawen Wang, Longfei Zuo, Siyao Peng
― 6 min read
An overview of various methods for merging models to enhance machine learning performance.
Derek Tam, Yash Kant, Brian Lester
― 8 min read
A new method for generating engaging distractors in educational assessments.
Devrim Cavusoglu, Secil Sen, Ulas Sert
― 5 min read
A study on how models follow instructions during complex dialogues.
Elliot L. Epstein, Kaisheng Yao, Jing Li
― 6 min read
Introducing LowREm, a tool for enhancing word embeddings in underrepresented languages.
Daniil Gurgurov, Rishu Kumar, Simon Ostermann
― 5 min read
Assessing the impact of LLMs on healthcare documentation and safety.
Emma Croxford, Yanjun Gao, Nicholas Pellegrino
― 7 min read
MultiMed project enhances automatic speech recognition for better healthcare communication.
Khai Le-Duc, Phuc Phan, Tan-Hanh Pham
― 5 min read
A study on improving retrieval methods for diverse opinions on complex questions.
Hung-Ting Chen, Eunsol Choi
― 7 min read
This article discusses new strategies for training speech translation systems effectively.
Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà
― 6 min read
EMOVA enhances human-computer interaction through emotional expression.
Kai Chen, Yunhao Gou, Runhui Huang
― 5 min read
Exploring how LLMs struggle with complex coding challenges.
Yotam Wolf, Binyamin Rothberg, Dorin Shteyman
― 8 min read
This study assesses LLM performance in answering questions and predicting material properties.
Hongchen Wang, Kangming Li, Scott Ramsay
― 5 min read
This article explores intransitivity and its impact on decision-making in various fields.
Jiuding Duan, Jiyi Li, Yukino Baba
― 5 min read
Evaluating LLM performance across long texts in five languages.
Ameeta Agrawal, Andy Dang, Sina Bagheri Nezhad
― 6 min read
BEATS enhances LLMs' ability to solve math problems clearly and accurately.
Linzhuang Sun, Hao Liang, Jingxuan Wei
― 5 min read
Analyzing how gender-fair language influences language models in text classification tasks.
Andreas Waldis, Joel Birrer, Anne Lauscher
― 6 min read
PEDRO improves efficiency in fine-tuning large language models with adjustable vectors.
Tianfang Xie, Tianjing Li, Wei Zhu
― 5 min read
A new dataset to improve language models focused on business-related text.
Siyan Wang, Bradford Levy
― 5 min read
A method enhancing language model alignment with human preferences.
Zhixuan Liu, Zhanhui Zhou, Yuanfu Wang
― 5 min read
A new method improves language models' understanding of human preferences.
Jian Li, Haojing Huang, Yujia Zhang
― 4 min read
A look into assessing the trustworthiness of AI explanations through adversarial sensitivity.
Supriya Manna, Niladri Sett
― 7 min read
New method enhances AI reasoning by focusing on hierarchical semantics.
Qin Wang, Jianzhou Feng, Yiming Xu
― 5 min read
A new method enables robots to learn tasks via human interactions.
Rimvydas Rubavicius, Peter David Fagan, Alex Lascarides
― 5 min read
A new method improves search rankings using fewer examples.
Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly
― 5 min read
Enhancing translation quality by aligning with human needs.
Kaden Uhlig, Joern Wuebker, Raphael Reinauer
― 6 min read
CRAFT combines RAFT and LoRA for efficient question-answering in resource-limited settings.
Isaac Chung, Phat Vo, Arman C. Kizilkale
― 6 min read
New method enhances doctor-patient communication using text and images.
Zhangpu Li, Changhong Zou, Suxue Ma
― 6 min read
Utilizing multiple annotator perspectives can improve text classification models.
Jin Xu, Mariët Theune, Daniel Braun
― 5 min read
MIPO optimizes language models by adjusting reference model influence based on data alignment.
Cheolhun Jang
― 5 min read
A new method improves logical reasoning capabilities in language models using propositional logic.
Tongxuan Liu, Wenjiang Xu, Weizhe Huang
― 5 min read
A method to improve data management in training large language models.
Hao Liang, Keshi Zhao, Yajie Yang
― 6 min read
Learn how merging AI models can improve processing speed and reduce complexity.
Stefan Hackmann
― 5 min read
Audio Moment Retrieval enables pinpointing specific moments in long recordings.
Hokuto Munakata, Taichi Nishimura, Shota Nakada
― 5 min read
Examining the role of grammar books in translating low-resource languages.
Seth Aycock, David Stap, Di Wu
― 6 min read
This article presents solutions to protect user inputs in cloud-based language services.
In Gim, Caihua Li, Lin Zhong
― 6 min read
A new method improves commonsense reasoning in AI, especially in low-data situations.
Yu Fu, Jie He, Yifan Yang
― 5 min read
AI is evolving to engage in more natural conversations.
Bandhav Veluri, Benjamin N Peloquin, Bokai Yu
― 5 min read
New methods in model training enhance reasoning abilities and efficiency.
Nikunj Saunshi, Stefani Karp, Shankar Krishnan
― 5 min read
This study automates the creation of fuzzy cognitive maps from complex social texts.
Maryam Berijanian, Spencer Dork, Kuldeep Singh
― 6 min read