Papers
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
Zhensheng Jin, Xinze Li, Yifan Ji et al.
pFedRAG: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning
Hangyu He, Xin Yuan, Kai Wu et al.
Retrieval Augmented Generation based context discovery for ASR
Siskos Dimitrios, Stavros Papadopoulos, Pablo Peso Parada et al.
Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
Wei Zhao, Zhe Li, Yige Li et al.
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
Xiaotian Han, Yiren Jian, Xuefeng Hu et al.
1+1>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models
Zeliang Zong, Kai Zhang, Zheyang Li et al.
SEKE: Specialised Experts for Keyword Extraction
Matej Martinc, Thi Hong Hanh Tran, Senja Pollak et al.
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
Yuqing Huang, Rongyang Zhang, Qimeng Wang et al.
Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora
Robert Litschko, Verena Blaschke, Diana Burkhardt et al.
This is not a Disimprovement: Improving Negation Reasoning in Large Language Models via Prompt Engineering
Joshua Jose Dias Barreto, Abhik Jana
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
Qiongqiong Wang, Hardik Bhupendra Sailor, Tianchi Liu et al.
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation
Evgeniia Tokarchuk, Sergey Troshin, Vlad Niculae
Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory
Paul Piwek, Jacopo Amidei, Svetlana Stoyanchev
DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback
Yuhan Liu, Cong Xu, Lu Liu et al.
BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities
Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri et al.
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics
Yuriel Ryan, Rui Yang Tan, Kenny Tsu Wei Choo et al.
Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data
Zhiyue Liu, Wenkai Zhou
A Generative Framework for Personalized Sticker Retrieval
Changjiang Zhou, Ruqing Zhang, Jiafeng Guo et al.
SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs
Xiaotong Xu, Yizhao Wang, Yunfei Liu et al.
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
Chengrui Xiang, Tengfei Ma, Xiangzheng Fu et al.
A Survey on LLMs for Story Generation
Maria Teleki, Vedangi Bengali, Xiangjue Dong et al.
On Collaborating Small and Large Models For Few-shot Intent Detection
Peng Chen, Bang Wang
The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications
Garima Gaur, Oana Balalau, Ioana Manolescu et al.
How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control
Kunhang Li, Jason Naradowsky, Yansong Feng et al.
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations
Yifan Lu, Ziqi Zhang, Chunfeng Yuan et al.