Papers
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding
Zhaowei Liu, Xin Guo, Haotian Xia et al.
Identifying and Answering Questions with False Assumptions: An Interpretable Approach
Zijie Wang, Eduardo Blanco
What’s in a prompt? Language models encode literary style in prompt embeddings
Raphaël Sarfati, Haley Moller, Toni J.b. Liu et al.
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection
Ankan Mullick, Saransh Sharma, Abhik Jana et al.
Evaluating the Evaluators: Are readability metrics good measures of readability?
Isabel Cachola, Daniel Khashabi, Mark Dredze
Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks
Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic et al.
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework
Qian Wan, Wangzi Shi, Jintian Feng et al.
Can Large Language Models Be Good Language Teachers?
LiQing Xu, Qiwei Li, Tianshuo Peng et al.
Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration
Weicheng Ma, John J. Guerrerio, Soroush Vosoughi
Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning
Yicong Wu, Guangyue Lu, Yuan Zuo et al.
PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment
Karolina Seweryn, Anna Kołos, Agnieszka Karlińska et al.
REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking
Pinhuan Wang, Zhiqiu Xia, Chunhua Liao et al.
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
Xie Zhifei, Mingbao Lin, Zihang Liu et al.
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
Jingbiao Mei, Jinghong Chen, Guangyu Yang et al.
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking
Wuwei Zhang, Fangcong Yin, Howard Yen et al.
Easy as PIE? Identifying Multi-Word Expressions with LLMs
Kai Golan Hashiloni, Ofri Hefetz, Kfir Bar
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands
Claudiu Daniel Hromei, Antonio Scaiella, Danilo Croce et al.
Rethinking Text-based Protein Understanding: Retrieval or LLM?
Juntong Wu, Zijing Liu, He Cao et al.
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks
Maureen de Seyssel, Jie Chi, Skyler Seto et al.
Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents
Xueqiao Zhang, Chao Zhang, Jingtao Xu et al.
In Benchmarks We Trust ... Or Not?
Ine Gevers, Victor De Marez, Jens Van Nooten et al.
Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences
Thomas Hikaru Clark, Jacob Hoover Vigly, Edward Gibson et al.
RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs
Alberto Testoni, Barbara Plank, Raquel Fernández
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation
Miriam Wanner, Benjamin Van Durme, Mark Dredze