Papers
Multimodal Evaluation of Russian-language Architectures
Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov et al.
A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-Arabic
Juan Moreno Gonzalez, Bashar Alhafni, Nizar Habash
A Computational Approach to Visual Metonymy
Saptarshi Ghosh, Linfeng Liu, Tianyu Jiang
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs?
Kai Sun, Yin Huang, Srishti Mehra et al.
Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation
Ze Yu Zhang, Zitao Li, Yaliang Li et al.
Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation
Bolei Ma, Yong Cao, Indira Sen et al.
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR
James Burgess, Jan N. Hansen, Duo Peng et al.
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth
Michelle Yuan, Weiyi Sun, Amir H. Rezaeian et al.
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion
Ömer Faruk Akgül, Feiyu Zhu, Yuxin Yang et al.
LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking
Mohamed Elgaar, Hadi Amiri
ELLA: Efficient Lifelong Learning for Adapters in Large Language Models
Shristi Das Biswas, Yue Zhang, Anwesan Pal et al.
Unraveling LLM Jailbreaks Through Safety Knowledge Neurons
Chongwen Zhao, Yutong Ke, Kaizhu Huang
Generative Personality Simulation via Theory-Informed Structured Interview
Pengda Wang, Huiqi Zou, Han Jiang et al.
Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach
Ryusei Nishide, Makoto Miwa
SearchLLM: Detecting LLM Paraphrased Text by Measuring the Similarity with Regeneration of the Candidate Source via Search Engine
Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu
How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains
Reza Khanmohammadi, Erfan Miahi, Simerjot Kaur et al.
Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors
Ren-Wei Liang, Chin Ting Hsu, Chan-Hung Yu et al.
StarFlow: Generating Structured Workflow Outputs From Sketch Images
Patrice Bechard, Chao Wang, Amirhossein Abaskohi et al.
Discourse Graph Guided Document Translation with Large Language Models
Viet Thanh Pham, Minghan Wang, Hao-Han Liao et al.
Coordinates from Context: Using LLMs to Ground Complex Location References
Tessa Masis, Brendan O'Connor
CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection
Grace Byun, Rebecca Lipschutz, Sean T. Minton et al.
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models
Yachuan Liu, Xiaochun Wei, Lin Shi et al.
Contrastive Learning with Narrative Twins for Modeling Story Salience
Igor Sterner, Alex Lascarides, Frank Keller
TDFlow: Agentic Workflows for Test Driven Development
Kevin Han, Siddharth Maddikayala, Tim Knappe et al.