Papers
SQUiD: Synthesizing Relational Databases from Unstructured Text
Mushtari Sadia, Zhenning Yang, Yunming Xiao et al.
AIR: Complex Instruction Generation via Automatic Iterative Refinement
Wei Liu, Yancheng He, Yu Li et al.
Orthogonal Finetuning Made Scalable
Zeju Qiu, Weiyang Liu, Adrian Weller et al.
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing
Zijian Ling, Han Zhang, Jiahao Cui et al.
Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique
Piotr Sawicki, Marek Grzes, Dan Brown et al.
Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision
Xingwei Tan, Marco Valentino, Mahmud Elahi Akhter et al.
Predicting Prosodic Boundaries for Children’s Texts
Mansi Dhamne, Sneha Raman, Preeti Rao
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text
Mizanur Rahman, Md Tahmid Rahman Laskar, Shafiq Joty et al.
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
Arvindh Arun, Sumit Kumar, Mojtaba Nayyeri et al.
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
Caiqi Zhang, Chang Shu, Ehsan Shareghi et al.
VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions
Thu Phuong Nguyen, Duc M. Nguyen, Hyotaek Jeon et al.
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models
Yue Li, Zhixue Zhao, Carolina Scarton
Structure-Conditional Minimum Bayes Risk Decoding
Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli
Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass
Nicholas Popovič, Michael Färber
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom
Jingqi Zhou, Sheng Wang, Jingwei Dong et al.
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs
Abhirama Subramanyam Penamakuri, Navlika Singh, Piyush Arora et al.
3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
Longxuan Ma, Xiao Wu, Yuxin Huang et al.
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction
Mengying Yuan, WenHao Wang, Zixuan Wang et al.
HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration
Cheng Longkai, Along He, Mulin Li et al.
MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning
Roman Christof, Farnaz Zeidi, Manuela Messelhäußer et al.
ComicScene154: A Scene Dataset for Comic Analysis
Sandro Paval, Pascal Meißner, Ivan P. Yamshchikov
TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing
Junjie Huang, Ruiquan Zhang, Jinsong Su et al.
Multi-Modal Framing Analysis of News
Arnav Arora, Srishti Yadav, Maria Antoniak et al.
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ?
Anthony Dubreuil, Antoine Gourru, Christine Largeron et al.