Papers
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference
Libo Zhang, Zhaoning Zhang, Xubaizhou et al.
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors
Zhiyu Yang, Shuo Wang, Yukun Yan et al.
SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models
Shang Liu, Yao Lu, Wenji Fang et al.
GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models
Dylan Hutson, Daniel Vennemeyer, Aneesh Deshmukh et al.
Chameleon LLMs: User Personas Influence Chatbot Personality Shifts
Jane Xing, Tianyi Niu, Shashank Srivastava
Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset
Taisei Yamamoto, Ryoma Kumon, Danushka Bollegala et al.
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs
Can Lin, Zhengwang Jiang, Ling Zheng et al.
Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
Sunhao Dai, Zhanshuo Cao, Wenjie Wang et al.
SciEvent: Benchmarking Multi-domain Scientific Event Extraction
Bofu Dong, Pritesh Shah, Sumedh Sonawane et al.
Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models
Yisheng Zhong, Yizhu Wen, Junfeng Guo et al.
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
Chenhao Huang, Ziyu Shen, Yicong Ren et al.
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
Xiaolong Wei, Bo Lu, Xingyu Zhang et al.
Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction
Yu Zhang, Zhaoman Zhong, Huihui Lv
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning
Zezhong Wang, Xingshan Zeng, Weiwen Liu et al.
PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events
Mengzhu Liu, Zhengqiu Zhu, Chuan Ai et al.
RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models
Luyang Zhang, Shuaimin Li, Yishuo Li et al.
Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation
Yubo Xie, Chenkai Wang, Zongyang Ma et al.
Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework
Meng-Chen Wu, Si-Chi Chin, Tess Wood et al.
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models
Chung-En Sun, Ge Yan, Tsui-Wei Weng
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing
Haitian Zhong, Yuhuan Liu, Ziyang Xu et al.
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
Terrance Liu, Shuyi Wang, Daniel Preotiuc-Pietro et al.
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI
Octavian Alexandru Trifan, Jason Lee Weber, Marc Titus Trifan et al.
ReviewRL: Towards Automated Scientific Review with RL
Sihang Zeng, Kai Tian, Kaiyan Zhang et al.
Fair or Framed? Political Bias in News Articles Generated by LLMs
Junho Yoo, Youhyun Shin
Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
Jin Jiang, Jianing Wang, Yuchen Yan et al.