Recent Research Signals

Found 2582 results

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Paper	Possible Impact	Features	Possible Business Area
Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning Computation and Language	No summary available	Microsoft Code 2 Countries	Natural Language Processing (77%)	Score: 4 4 days ago
BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages Computation and Language	No summary available	Massachusetts Institute of Technology Visa Code 2 Countries	Natural Language Processing (77%)	Score: 4 6 days ago
iAgentBench: Benchmarking Sensemaking Capabilities of Information-Seeking Agents on High-Traffic Topics Computation and Language	No summary available	University of California, Berkeley University of Washington Code Data	Semantic Search (83%)	Score: 4 2 days ago
CoVe: Training Interactive Tool-Use Agents via Constraint-Guided Verification Artificial Intelligence	No summary available	Huawei Code Data	Image Recognition (78%)	Score: 4 4 days ago
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets Computation and Language	No summary available	Stanford University SAP 2 Countries	Natural Language Processing (80%)	Score: 4 3 days ago
SpotIt+: Verification-based Text-to-SQL Evaluation with Database Constraints Databases	No summary available	Broadcom Code 2 Countries	Semantic Search (79%)	Score: 4 2 days ago
MAC: A Conversion Rate Prediction Benchmark Featuring Labels Under Multiple Attribution Mechanisms Machine Learning (CS)	No summary available	Alibaba Code Data	A/B Testing (77%)	Score: 4 4 days ago
Extending the Formalism and Theoretical Foundations of Cryptography to AI Cryptography and Security	No summary available	Microsoft University of Washington 2 Countries	Natural Language Processing (80%)	Score: 3 3 days ago
Think, Then Verify: A Hypothesis-Verification Multi-Agent Framework for Long Video Understanding CV and Pattern Recognition	No summary available	University of California, Berkeley Code 2 Countries	Image Recognition (77%)	Score: 3 1 day ago
RepoRepair: Leveraging Code Documentation for Repository-Level Automated Program Repair Software Engineering	No summary available	Code 2 Countries	Developer Tools (76%)	Score: 3 5 days ago
CLARC: C/C++ Benchmark for Robust Code Search Software Engineering	No summary available	Code Data	Natural Language Processing (77%)	Score: 3 2 days ago
LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting Computation and Language	No summary available	Kuaishou Code 2 Countries	Machine Learning (77%)	Score: 3 1 day ago
Piecing Together Cross-Document Coreference Resolution Datasets: Systematic Dataset Analysis and Unification Computation and Language	No summary available	Code Data	Text Analytics (75%)	Score: 3 6 days ago
Turning Black Box into White Box: Dataset Distillation Leaks Cryptography and Security	No summary available	Code Data	Data Mining (78%)	Score: 3 5 days ago
Contextualized Privacy Defense for LLM Agents Cryptography and Security	No summary available	Stanford University Code 2 Countries	Cyber Security (79%)	Score: 3 3 days ago
ExpGuard: LLM Content Moderation in Specialized Domains Computation and Language	No summary available	Code Data	Guides (77%)	Score: 3 3 days ago
Optimal trajectory-guided stochastic co-optimization for e-fuel system design and real-time operation Machine Learning (CS)	No summary available	Massachusetts Institute of Technology 2 Countries	Biofuel (78%)	Score: 3 3 days ago
Chain-of-Context Learning: Dynamic Constraint Understanding for Multi-Task VRPs Artificial Intelligence	No summary available	Code 2 Countries	Autonomous Vehicles (78%)	Score: 3 4 days ago
"When to Hand Off, When to Work Together": Expanding Human-Agent Co-Creative Collaboration through Concurrent Interaction Human-Computer Interaction	No summary available	MidJourney Code 2 Countries	Human Computer Interaction (81%)	Score: 3 4 days ago
Multi-Head Low-Rank Attention Machine Learning (CS)	No summary available	Code Data	Natural Language Processing (75%)	Score: 3 4 days ago
Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement Sound	No summary available	NVIDIA Code Data	Speech Recognition (78%)	Score: 3 3 days ago
Texterial: A Text-as-Material Interaction Paradigm for LLM-Mediated Writing Human-Computer Interaction	No summary available	Microsoft Massachusetts Institute of Technology 2 Countries	Text Analytics (79%)	Score: 3 6 days ago
Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models Artificial Intelligence	No summary available	Tencent 2 Countries	A/B Testing (77%)	Score: 3 4 days ago
AI-Assisted Moot Courts: Simulating Justice-Specific Questioning in Oral Arguments Computation and Language	No summary available	Stanford University Princeton University Code	Simulation (79%)	Score: 3 1 day ago
Competitive Multi-Operator Reinforcement Learning for Joint Pricing and Fleet Rebalancing in AMoD Systems Machine Learning (CS)	No summary available	Stanford University Code 3 Countries	Autonomous Vehicles (77%)	Score: 3 1 day ago
Why Do You Contribute to Stack Overflow? Understanding Cross-Cultural Motivations and Usage Patterns before the Age of LLMs Software Engineering	No summary available	Code Data 4 Countries	Q&A (80%)	Score: 3 1 day ago
Search Multilayer Perceptron-Based Fusion for Efficient and Accurate Siamese Tracking CV and Pattern Recognition	No summary available	Code 2 Countries	Image Recognition (77%)	Score: 3 4 days ago
Piecing Together Cross-Document Coreference Resolution Datasets: Systematic Dataset Analysis and Unification Computation and Language	No summary available	Code Data	Text Analytics (75%)	Score: 3 6 days ago
Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection CV and Pattern Recognition	No summary available	Code 2 Countries	Facial Recognition (78%)	Score: 3 4 days ago
FWeb3: A Practical Incentive-Aware Federated Learning Framework Distributed, Parallel, and Cluster Computing	No summary available	Intel Code 4 Countries	Ethereum (77%)	Score: 3 6 days ago
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent Artificial Intelligence	No summary available	Code Data	Artificial Intelligence (79%)	Score: 3 5 days ago
PanCanBench: A Comprehensive Benchmark for Evaluating Large Language Models in Pancreatic Oncology Computation and Language	No summary available	University of Washington Code Data	Natural Language Processing (78%)	Score: 3 4 days ago
3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs Machine Learning (CS)	No summary available	Massachusetts Institute of Technology Code	Natural Language Processing (75%)	Score: 3 4 days ago
Revisiting Global Token Mixing in Task-Dependent MRI Restoration: Insights from Minimal Gated CNN Baselines Image and Video Processing	No summary available	University of Washington 2 Countries	Image Recognition (74%)	Score: 3 4 days ago
MergeDJD: A Fast Constructive Algorithm with Piece Merging for the Two-Dimensional Irregular Bin Packing Problem Computational Geometry	No summary available	Code 2 Countries	3D Printing (73%)	Score: 3 6 days ago
TITAN: Twin-Informed Topology Adaptation for LAWN-enabled D2C Communication Networking and Internet Architecture	No summary available	NVIDIA 2 Countries	Satellite Communication (78%)	Score: 3 6 days ago
Hippo: High-performance Interior-Point and Projection-based Solver for Generic Constrained Trajectory Optimization Robotics	No summary available	Code 2 Countries	Robotics (77%)	Score: 3 5 days ago
RubricBench: Aligning Model-Generated Rubrics with Human Standards Artificial Intelligence	No summary available	Tencent 2 Countries	Natural Language Processing (79%)	Score: 3 4 days ago
GMP: A Benchmark for Content Moderation under Co-occurring Violations and Dynamic Rules Artificial Intelligence	No summary available	Code 2 Countries	Natural Language Processing (80%)	Score: 3 4 days ago
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations Computation and Language	No summary available	Meituan Data 2 Countries	Application Performance Management (76%)	Score: 3 4 days ago
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD? Machine Learning (CS)	No summary available	Code 2 Countries	A/B Testing (75%)	Score: 3 4 days ago
Generalization Properties of Score-matching Diffusion Models for Intrinsically Low-dimensional Data Machine Learning (Stat)	No summary available	University of California, Berkeley Google Code	A/B Testing (73%)	Score: 3 2 days ago
JailNewsBench: Multi-Lingual and Regional Benchmark for Fake News Generation under Jailbreak Attacks Machine Learning (CS)	No summary available	Code Data	Social News (77%)	Score: 2 5 days ago
Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data Computation and Language	No summary available	Microsoft 2 Countries	Natural Language Processing (80%)	Score: 2 5 days ago
Integrating LTL Constraints into PPO for Safe Reinforcement Learning Machine Learning (CS)	No summary available	Code	Natural Language Processing (75%)	Score: 2 5 days ago
Stochastic Neural Networks for Causal Inference with Missing Confounders Computation	No summary available	Stanford University Code	Darknet (75%)	Score: 2 5 days ago
Multi-Level Bidirectional Decoder Interaction for Uncertainty-Aware Breast Ultrasound Analysis CV and Pattern Recognition	No summary available	Code 2 Countries	Image Recognition (76%)	Score: 2 5 days ago
Epistemic Gain, Aleatoric Cost: Uncertainty Decomposition in Multi-Agent Debate for Math Reasoning Multiagent Systems	No summary available	ByteDance 2 Countries	A/B Testing (76%)	Score: 2 5 days ago
CoSMo3D: Open-World Promptable 3D Semantic Part Segmentation through LLM-Guided Canonical Spatial Modeling CV and Pattern Recognition	No summary available	Code	Semantic Web (78%)	Score: 2 5 days ago
Can Thinking Models Think to Detect Hateful Memes? Computation and Language	No summary available	Code	Natural Language Processing (77%)	Score: 2 5 days ago