Papers
A Survey on LLM-powered Agents for Recommender Systems
Qiyao Peng, Hongtao Liu, Hua Huang et al.
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization
Hyomin Kim, Yunhui Jang, Sungsoo Ahn
Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization
Shuyang Hao, Yiwei Wang, Bryan Hooi et al.
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
Prerna Agarwal, Srikanta Bedathur
Structure Trumps Size: Rethinking Data Quality for LLM Reasoning
Hu Xu, Zeyan Li, Rui Wang et al.
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training
Kazuma Kobayashi, Zhen Wan, Fei Cheng et al.
FaMTEB: Massive Text Embedding Benchmark in Persian Language
Erfan Zinvandi, Morteza Alikhani, Mehran Sarmadi et al.
SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues
Xiang Li, Keyu Yao, Gang Shen
Evaluating Large Language Models for Cross-Lingual Retrieval
Longfei Zuo, Pingjun Hong, Oliver Kraus et al.
MATCH: Task-Driven Code Evaluation through Contrastive Learning
Marah Ghoummaid, Vladimir Tchuiev, Ofek Glick et al.
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
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.