Papers
MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration
Md Hasebul Hasan, Mahir Labib Dihan, Tanzima Hashem et al.
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting
Yuxing Tian, Fengran Mo, Weixu Zhang et al.
Intention-Adaptive LLM Fine-Tuning for Text Revision Generation
Zhexiong Liu, Diane Litman
Suppressing Final Layer Hidden State Jumps in Transformer Pretraining
Keigo Shibata, Kazuki Yano, Ryosuke Takahashi et al.
Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens
Mai Alkhamissi, Yunze Xiao, Badr AlKhamissi et al.
HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering
Hung Luu, Long S. T. Nguyen, Trung Pham et al.
PromptPrism: A Linguistically-Inspired Taxonomy for Prompts
Sullam Jeoung, Yueyan Chen, Yi Zhang et al.
VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
Jinchao Ge, Tengfei Cheng, Biao Wu et al.
LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics
Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi et al.
Causal Direct Preference Optimization for Language Model Alignment
Uyen Le, Thin Nguyen, Toan Nguyen et al.
Causal Activation Steering via Sparse Mediation
Toan Doan, Uyen Le, Thin Nguyen
DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization
Haiyang Shen, Hang Yan, Zhongshi Xing et al.
Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language
Ulin Nuha, Adam Jatowt
The Model’s Language Matters: A Comparative Privacy Analysis of LLMs
Abhishek Kumar Mishra, Antoine Boutet, Lucas Magnana
The Unintended Trade-off of AI Alignment: Balancing Hallucination Mitigation and Safety in LLMs
Omar Mahmoud, Ali Khalil, Thommen George Karimpanal et al.
Scaling Data-Constrained Language Models with Synthetic Data
Hirokazu Kiyomaru, Yusuke Oda, Takashi Kodama et al.
Where do LLMs currently stand on biomedical NER in both clean and noisy settings ?
Christophe Ye, Cassie S. Mitchell
On the Interplay between Human Label Variation and Model Fairness
Kemal Kurniawan, Meladel Mistica, Timothy Baldwin et al.
ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs
Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem et al.
CodeGuard: Improving LLM Guardrails in CS Education
Nishat Raihan, Noah Erdachew, Jayoti Devi et al.
Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation
Meiqing Jin, Liam Dugan, Chris Callison-Burch
Harmful Factuality: LLMs Correcting What They Shouldn’t
Mingchen Li, Hanzhi Zhang, Heng Fan et al.
Personal Information Parroting in Language Models
Nishant Subramani, Kshitish Ghate, Mona T. Diab
DebateQA: Evaluating Question Answering on Debatable Knowledge
Rongwu Xu, Xuan Qi, Zehan Qi et al.
Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation
Liwen Sun, Xiang Yu, Ming Tan et al.