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575,626 papers

Drop Dropout on Single-Epoch Language Model Pretraining

Houjun Liu, John Bauer, Christopher D. Manning

2025-05-30Question AnsweringModel EditingNatural Language Inference+1
PaperCode
A survey of using EHR as real-world evidence for discovering and validating new drug indications

Nabasmita Talukdar, Xiaodan Zhang, Shreya Paithankar, Hui Wang, Bin Chen et al.

2025-05-30
Paper
Supervised Quantum Machine Learning: A Future Outlook from Qubits to Enterprise Applications

Srikanth Thudumu, Jason Fisher, Hung Du

2025-05-30Quantum Machine Learning
Paper
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards

Zafir Stojanovski, Oliver Stanley, Joe Sharratt, Richard Jones, Abdulhakeem Adefioye et al.

2025-05-30Reinforcement Learningreinforcement-learning
PaperCode
Unsupervised Evolutionary Cell Type Matching via Entropy-Minimized Optimal Transport

Mu Qiao

2025-05-30
PaperCode
Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation

Yingchaojie Feng, Yiqun Sun, Yandong Sun, Minfeng Zhu, Qiang Huang et al.

2025-05-30Instruction Following
PaperCode
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts

Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy et al.

2025-05-30MMLUGeneral Knowledge
PaperCode
CoRet: Improved Retriever for Code Editing

Fabio Fehr, Prabhu Teja Sivaprasad, Luca Franceschi, Giovanni Zappella

2025-05-30RetrievalNatural Language Queries
Paper
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting

Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao et al.

2025-05-30Decision Making
PaperCode
On Symmetric Losses for Robust Policy Optimization with Noisy Preferences

Soichiro Nishimori, Yu-Jie Zhang, Thanawat Lodkaew, Masashi Sugiyama

2025-05-30
PaperCode
Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison

Tejul Pandit, Meet Raval, Dhvani Upadhyay

2025-05-30Synthetic Data GenerationSentiment AnalysisAspect-Based Sentiment Analysis+2
Paper
Disentangling Granularity: An Implicit Inductive Bias in Factorized VAEs

Zihao Chen, Yu Xiang, Wenyong Wang

2025-05-30Disentanglement
Paper
Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation

Dayeon Ki, Kevin Duh, Marine Carpuat

2025-05-30Machine TranslationTranslation
PaperCode
Multiple LLM Agents Debate for Equitable Cultural Alignment

Dayeon Ki, Rachel Rudinger, Tianyi Zhou, Marine Carpuat

2025-05-30
PaperCode
BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models

Huu-Thien Tran, Thanh-Dat Truong, Khoa Luu

2025-05-30Hallucination
Paper
Efficient Text Encoders for Labor Market Analysis

Jens-Joris Decorte, Jeroen Van Hautte, Chris Develder, Thomas Demeester

2025-05-30Extreme Multi-Label ClassificationContrastive LearningMulti-Label Classification
Paper
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models

Zahid Hassan Tushar, Adeleke Ademakinwa, Jianwu Wang, Zhibo Zhang, Sanjay Purushotham et al.

2025-05-30Retrieval
Paper
The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models

Junyi Li, Hwee Tou Ng

2025-05-30Mathematical ReasoningReinforcement LearningHallucination
PaperCode
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors

Duo Zheng, Shijia Huang, Yanyang Li, LiWei Wang

2025-05-30Spatial Reasoning3D geometryScene Understanding+1
PaperCode
Hyperbolic Dataset Distillation

Wenyuan Li, Guang Li, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama et al.

2025-05-30
PaperCode
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