Papers
An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems
Sebastian Steindl, André Kestler, Ulrich Schäfer et al.
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study
Matthieu Dubois, François Yvon, Pablo Piantanida
Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games
Niv Eckhaus, Uri Berger, Gabriel Stanovsky
Acquiescence Bias in Large Language Models
Daniel Braun
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
Hairu Wang, Yuan Feng, Yukun Cao et al.
On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level
Sebastian Steindl, Fabian Brunner, Nada Sissouno et al.
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs
Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi et al.
Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs
Manon Reusens, Bart Baesens, David Jurgens
TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis
Xiang Li, Xianfu Cheng, Dezhuang Miao et al.
LongTail-Swap: benchmarking language models’ abilities on rare words
Robin Algayres, Charles-Éric Saint-James, Mahi Luthra et al.
DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path
Yongqiang Liu, Qiyao Peng, Binrong Liu et al.
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
Rrubaa Panchendrarajan, Rubén Míguez Pérez, Arkaitz Zubiaga
MMATH: A Multilingual Benchmark for Mathematical Reasoning
Wenyang Luo, Wayne Xin Zhao, Jing Sha et al.
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings
Or Shachar, Uri Katz, Yoav Goldberg et al.
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE
Rares Dolga, Lucas Maystre, Tudor Berariu et al.
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments
Gili Lior, Eliya Habba, Shahar Levy et al.
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
Shijie Zhang, Renhao Li, Songsheng Wang et al.
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction
Xingcheng Ruan, Haoxiang Geng, Yunhui Xia et al.
ARXSA: A General Negative Feedback Control Theory in Vision-Language Models
Zeyu Zhang, Tianqi Chen, Yuki Todo
INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment
Dekun Wu, Frederik Brudy, Bang Liu et al.
Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs
Essa Jan, Moiz Ali, Muhammad Saram Hassan et al.
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
Qingsong Wang, Tao Wu, Wang Lin et al.
How Reliable is Multilingual LLM-as-a-Judge?
Xiyan Fu, Wei Liu
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models
Rui Qi, Zhibo Man, Yufeng Chen et al.