Papers
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
Zhuo Liu, Moxin Li, Xun Deng et al.
Creative Preference Optimization
Mete Ismayilzada, Antonio Laverghetta Jr., Simone A. Luchini et al.
Leveraging the Cross-Domain & Cross-Linguistic Corpus for Low Resource NMT: A Case Study On Bhili-Hindi-English Parallel Corpus
Pooja Singh, Shashwat Bhardwaj, Vaibhav Sharma et al.
Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry
Shanshan Wang, Junchao Wu, Fengying Ye et al.
Modeling, Evaluating, and Embodying Personality in LLMs: A Survey
Iago Alves Brito, Julia Soares Dollis, Fernanda Bufon Färber et al.
Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes
Tyler Loakman, William Thorne, Chenghua Lin
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning
Chang Yang, Xinrun Wang, Qinggang Zhang et al.
Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection
Hoang Phan, Victor Li, Qi Lei
Likelihood Variance as Text Importance for Resampling Texts to Map Language Models
Momose Oyama, Ryo Kishino, Hiroaki Yamagiwa et al.
Understanding How Value Neurons Shape the Generation of Specified Values in LLMs
Yi Su, Jiayi Zhang, Shu Yang et al.
A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis
Davood Wadi, Marc Fredette
MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue
Yujia Chen, Changsong Li, Yiming Wang et al.
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment
Somnath Banerjee, Sayan Layek, Pratyush Chatterjee et al.
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs
Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso et al.
Multilingual Data Filtering using Synthetic Data from Large Language Models
Jonas Waldendorf, Barry Haddow, Alexandra Birch et al.
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts
Ziyi Zhang, Zhen Sun, Zongmin Zhang et al.
Extracting Conceptual Spaces from LLMs Using Prototype Embeddings
Nitesh Kumar, Usashi Chatterjee, Steven Schockaert
B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models
Md Tanzib Hosain, Md Kishor Morol
VeriFastScore: Speeding up long-form factuality evaluation
Rishanth Rajendhran, Amir Zadeh, Matthew Sarte et al.
HARE: an entity and relation centric evaluation framework for histopathology reports
Yunsoo Kim, Michal Wen Sheue Ong, Alex Shavick et al.
KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval
Jaehyung Seo, Dahyun Jung, Jaewook Lee et al.
Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search
Shuo Huang, Xingliang Yuan, Gholamreza Haffari et al.
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
Juraj Vladika, Mahdi Dhaini, Florian Matthes
INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent
Yuanlei Wang, Liuzhou Zhang, Haohao Luo et al.