Papers
MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators
John Mendonça, Alon Lavie, Isabel Trancoso
Adversarial Decoding: Generating Readable Documents for Adversarial Objectives
Collin Zhang, Tingwei Zhang, Vitaly Shmatikov
Do Large Language Models Reflect Demographic Pluralism in Safety?
Usman Naseem, Gautam Siddharth Kashyap, Sushant Kumar Ray et al.
Modeling Turn-Taking with Semantically Informed Gestures
Varsha Suresh, M. Hamza Mughal, Christian Theobalt et al.
RECAP: REwriting Conversations for Intent Understanding in Agentic Planning
Kushan Mitra, Dan Zhang, Hannah Kim et al.
Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models
Ruiran Su, Markus Leippold, Janet B. Pierrehumbert
Detection of Adversarial Prompts with Model Predictive Entropy
Franziska Rubenbauer, Sebastian Steindl, Patrick Levi et al.
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes
Gautam Siddharth Kashyap, Harsh Joshi, Niharika Jain et al.
Persona Switch: Mixing Distinct Perspectives in Decoding Time
Junseok Kim, Nakyeong Yang, Kyomin Jung
Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study
Alba María Mármol-Romero, Robiert Sepúlveda-Torres, Estela Saquete et al.
Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
Sara Rajaee, Rochelle Choenni, Ekaterina Shutova et al.
The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
Mingkai Tian, Guorong Li, Yuankai Qi et al.
Detecting Winning Arguments with Large Language Models and Persuasion Strategies
Tiziano Labruna, Arkadiusz Modzelewski, Giorgio Satta et al.
Feature Drift: How Fine-Tuning Repurposes Representations in LLMs
Andrey V. Galichin, Anton Korznikov, Alexey Dontsov et al.
From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions
Yusuke Yamauchi, Akiko Aizawa
WebNovelBench: Placing LLM Novelists on the Web Novel Distribution
Liangtao Lin, Jun Zheng, Haidong Wang
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library
Jiapeng Wang, Jinhao Jiang, Zhiqiang Zhang et al.
Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought
Dzmitry Pihulski, Mikołaj Langner, Jan Eliasz et al.
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference
Han Yuan, Yue Zhao, Li Zhang et al.
Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference
Bo-Wei Chen, Chung-Chi Chen, An-Zi Yen
Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It
Seyed Mahed Mousavi, Edoardo Cecchinato, Lucia Horníková et al.
RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning
Sihyeon Ha, Yongjeong Oh, Yo-Seb Jeon
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval
Mingyu Jeon, Sungjin Han, Jinkwon Hwang et al.
VN-MTEB: Vietnamese Massive Text Embedding Benchmark
Loc Pham, Tung Luu, Thu Vo et al.
Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark
Jieun Park, KyungTae Lim, Joon-ho Lim