Papers
RuCCoD: Towards Automated ICD Coding in Russian
Alexandr Nesterov, Andrey Sakhovskiy, Ivan Sviridov et al.
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
ChengYan Wu, Bolei Ma, Yihong Liu et al.
FilBench: Can LLMs Understand and Generate Filipino?
Lester James Validad Miranda, Elyanah Aco, Conner G. Manuel et al.
Large Language Models Do Multi-Label Classification Differently
Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan et al.
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
Le Zhang, Bo Wang, Xipeng Qiu et al.
LLMs Behind the Scenes: Enabling Narrative Scene Illustration
Melissa Roemmele, John Joon Young Chung, Taewook Kim et al.
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
Krishna C Puvvada, Faisal Ladhak, Santiago Akle Serano et al.
To Mask or to Mirror: Human-AI Alignment in Collective Reasoning
Crystal Qian, Aaron T Parisi, Clémentine Bouleau et al.
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization
Shuo Xing, Peiran Li, Yuping Wang et al.
Improving Cross Lingual Transfer by Pretraining with Active Forgetting
Divyanshu Aggarwal, Ashutosh Sathe, Sunayana Sitaram
CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use
Yicheng Fu, Zhemin Huang, Liuxin Yang et al.
Integral Transformer: Denoising Attention, Not Too Much Not Too Little
Ivan Kobyzev, Abbas Ghaddar, Dingtao Hu et al.
Improving Informally Romanized Language Identification
Adrian Benton, Alexander Gutkin, Christo Kirov et al.
SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery
Kunlun Zhu, Jiaxun Zhang, Ziheng Qi et al.
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering
Zongxi Li, Yang Li, Haoran Xie et al.
Effective Red-Teaming of Policy-Adherent Agents
Itay Nakash, George Kour, Koren Lazar et al.
BabyLM’s First Constructions: Causal interventions provide a signal of learning
Joshua Rozner, Leonie Weissweiler, Cory Shain
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
Zirui He, Mingyu Jin, Bo Shen et al.
Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio
Yiran Yang, Haifeng Sun, Jingyu Wang et al.
RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design
Jiyue Jiang, Yitao Xu, Zikang Wang et al.
CodeMixBench: Evaluating Code-Mixing Capabilities of LLMs Across 18 Languages
Yilun Yang, Yekun Chai
Constructions are Revealed in Word Distributions
Joshua Rozner, Leonie Weissweiler, Kyle Mahowald et al.
Language Models as Causal Effect Generators
Lucius E.j. Bynum, Kyunghyun Cho
Value Profiles for Encoding Human Variation
Taylor Sorensen, Pushkar Mishra, Roma Patel et al.
F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations
Tian Lan, Jiang Li, Yemin Wang et al.