Papers
Neuro-symbolic Training for Reasoning over Spatial Language
Tanawan Premsri, Parisa Kordjamshidi
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows
Xingjian Zhang, Yutong Xie, Jin Huang et al.
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
Samuele Poppi, Zheng Xin Yong, Yifei He et al.
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
Hengxing Cai, Xiaochen Cai, Junhan Chang et al.
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat et al.
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings
Raghuveer Thirukovalluru, Bhuwan Dhingra
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus
Xiaoming Shi, Zeming Liu, Yiming Lei et al.
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations
Wenjie Jacky Mo, Jiashu Xu, Qin Liu et al.
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization
Haohan Yuan, Haopeng Zhang
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing
Hadi Askari, Anshuman Chhabra, Muhao Chen et al.
On Using Arabic Language Dialects in Recommendation Systems
Abdulla Alshabanah, Murali Annavaram
Is Semantic Chunking Worth the Computational Cost?
Renyi Qu, Ruixuan Tu, Forrest Sheng Bao
GPT-4V Cannot Generate Radiology Reports Yet
Yuyang Jiang, Chacha Chen, Dang Nguyen et al.
SAFR: Neuron Redistribution for Interpretability
Ruidi Chang, Chunyuan Deng, Hanjie Chen
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction
Hammad Ayyubi, Xuande Feng, Junzhang Liu et al.
CausalGraph2LLM: Evaluating LLMs for Causal Queries
Ivaxi Sheth, Bahare Fatemi, Mario Fritz
Evaluating the Performance of Large Language Models via Debates
Behrad Moniri, Hamed Hassani, Edgar Dobriban
UniRAG: Universal Retrieval Augmentation for Large Vision Language Models
Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen et al.
SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
Giang Do, Hung Le, Truyen Tran
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
David Anugraha, Genta Indra Winata, Chenyue Li et al.
CAMEL-Bench: A Comprehensive Arabic LMM Benchmark
Sara Ghaboura, Ahmed Heakl, Omkar Thawakar et al.
Can’t Hide Behind the API: Stealing Black-Box Commercial Embedding Models
Manveer Singh Tamber, Jasper Xian, Jimmy Lin
CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions
Mourad Heddaya, Kyle MacMillan, Hongyuan Mei et al.