Papers
The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge
Ali Keramati, Justin Cheok, Jacob Horne et al.
Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling
Ayan Sar, Pranav Singh Puri, Sumit Aich et al.
Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning
Medha Hira, Prachi Goyal, Raj Maheshwari et al.
Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction
Chandan Prakash, Pavan Kumar Chittimalli, Arnab Bhattacharya
Evolutionary Search for Automated Design of Uncertainty Quantification Methods
Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii et al.
Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law
Mateusz Bystroński, Kamil Tagowski, Denis Janiak et al.
Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards
Sinjoy Saha, Suman Saha, Mahfuza Farooque et al.
Thesis Proposal: Intentional Inference for Insight Generation
Kristýna Onderková
LLM Parameters for Math Across Languages: Shared or Separate?
Behzad Shomali, Luisa Victor, Tim Selbach et al.
Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models
Kaito Watanabe, Taisei Yamamoto, Tomoki Doi et al.
Representing Lean Proofs as Trajectories in Latent Space
Elisaveta Samoylov, Soroush Vosoughi
Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings
Kanade Nonomura, Keita Fukushima, Risa Kondo et al.
Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models
Divyaksh Shukla, Ashutosh Modi
Constructing a Japanese Verdict Prediction Dataset for Fact-Checking of LLM-Generated Texts
Miwa Masano, Hirokazu Kiyomaru, Atsushi Keyaki et al.
Contextual Diversity Measure (CDM) for Controllable Story Generation in Large Language Models
Richard Susilo, Hanna Suominen, Patrik Haslum
Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek
Annabella Sakunkoo, Jonathan Sakunkoo
TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency
Daiki Yoshida, Hiroyuki Deguchi, Yusuke Sakai et al.
Processing Inconsistency Predicts Language Competence: LLM Evaluation Without Answer Labels on Turkic Languages
Ilya Galyukshev, Ilseyar Alimova
Morphology-Aware Multi-Granularity Representation Learning for Agglutinative Languages
Zhonghao Zhang, Na Liu, Jiajia Ma et al.
Analysis of the Neglect-Zero Effect in Large Language Models
Jin Tanaka, Daiki Matsuoka, Ryoma Kumon et al.
LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues
Ken Watanabe, Katsuhide Fujita