Papers
Active Learning with Non-Uniform Costs for African Natural Language Processing
Bonaventure F. P. Dossou, Ines Arous, Audrey Durand et al.
When Do Language Models Endorse Limitations on Human Rights Principles?
Keenan Samway, Miu Nicole Takagi, Rada Mihalcea et al.
MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM
Woongkyu Lee, Junhee Cho, Jungwook Choi
Vietnamese Automatic Speech Recognition: A Revisit
Thi Vu, Linh The Nguyen, Dat Quoc Nguyen
FactAppeal: Identifying Epistemic Factual Appeals in News Media
Guy Mor-Lan, Tamir Sheafer, Shaul R. Shenhav
Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering
Jieun Kim, Yujin Jeong, Sung-Bae Cho
AGIC: Attention-Guided Image Captioning to Improve Caption Relevance
L D M S Sai Teja, Ashok Urlana, Pruthwik Mishra
Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained Models
Taido Purason, Pavel Chizhov, Ivan P. Yamshchikov et al.
MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment
Omid Ghahroodi, Arshia Hemmat, Marzia Nouri et al.
Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models
Matija Luka Kukić, Marko Čuljak, David Dukić et al.
DeVisE: Towards the Behavioral Testing of Medical Large Language Models
Camila Zurdo Tagliabue, Heloisa Oss Boll, Aykut Erdem et al.
Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study
Liel Binyamin, Elior Sulem
PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling
Sohhyung Park, Hyunji Kang, Sungzoon Cho et al.
Learning to Judge: LLMs Designing and Applying Evaluation Rubrics
Clemencia Siro, Pourya Aliannejadi, Mohammad Aliannejadi
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents
Shuyi Zhang, Zhenbin Chen, Shuting Li et al.
IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation
Yash Saxena, Ankur Padia, Kalpa Gunaratna et al.
SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation
Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya
Query4Regex: Verifiable Regex Transformation through Formal Operations from NL and DSL Queries
Joonghyuk Hahn, Yo-Sub Han
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
Minhua Lin, Zhengzhang Chen, Yanchi Liu et al.
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
Junbo Li, Peng Zhou, Rui Meng et al.
FINEST: Improving LLM Responses to Sensitive Topics Through Fine-Grained Evaluation
Juhyun Oh, Nayeon Lee, Chani Jung et al.
DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution
L D M S Sai Teja, N Siva Gopala Krishna, Ufaq Khan et al.
Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs
Minghan Zhang, Shu Zhao, Zhen Yang et al.
How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages
Haiyun Huang, Yukun Li, Marco A Pretell et al.