Papers
Rethinking Large Language Model Architectures for Sequential Recommendations
Hanbing Wang, Xiaorui Liu, Wenqi Fan et al.
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models
Biddut Sarker Bijoy, Mohammad Saqib Hasan, Pegah Alipoormolabashi et al.
Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges
Pinaki Das, Virendra Singh, Pushpak Bhattacharyya et al.
Learning a Continue-Thinking Token for Enhanced Test-Time Scaling
Liran Ringel, Elad Tolochinsky, Yaniv Romano
Program Synthesis Dialog Agents for Interactive Decision-Making
Matthew Toles, Nikhil Balwani, Rattandeep Singh et al.
MuSciClaims: Multimodal Scientific Claim Verification
Yash Kumar Lal, Manikanta Bandham, Mohammad Saqib Hasan et al.
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models
Kristian Noullet, Ayoub Ourgani, Niklas Thomas Lakner et al.
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao et al.
Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning
Yahui Fu, Zi Haur Pang, Tatsuya Kawahara
Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities
Yunxiang Yan, Tomohiro Sawada, Kartik Goyal
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations
Priyaranjan Pattnayak, Sanchari Chowdhuri, Amit Agarwal et al.
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels
Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav
Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication
Cezary Klamra, Francijn Keur, Raquel G. Alhama
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
Zixuan Wu, Francesca Lucchetti, Aleksander Boruch-Gruszecki et al.
RASTeR: Robust, Agentic, and Structured Temporal Reasoning
Dan Schumacher, Fatemeh Haji, Tara Grey et al.
Simplified Rewriting Improves Expert Summarization
Xingmeng Zhao, Tongnian Wang, Anthony Rios
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance
Wissam Antoun, Benoît Sagot, Djamé Seddah
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation
Xiao Wang, Daniil Larionov, Siwei Wu et al.
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies
Jonathan Kamp, Lisa Beinborn, Antske Fokkens
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction
Cédric Boscher, Shannon Bruderer, Christine Largeron et al.
EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration
Senbin Zhu, Hongde Liu, Chenyuan He et al.
AURA-QG: Automated Unsupervised Replicable Assessment for Question Generation
Rajshekar K, Harshad Khadilkar, Pushpak Bhattacharyya
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking
Nishant Mishra, Wilker Aziz, Iacer Calixto
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding
Surawat Pothong, Machi Shimmei, Naoya Inoue et al.
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation
Daniil Gurgurov, Katharina Trinley, Yusser Al Ghussin et al.