NeurIPS 2025 E2LMC competition

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UVSKKR 

authored a paper 3 months ago

EthicsMH: A Pilot Benchmark for Ethical Reasoning in Mental Health AI

Paper • 2509.11648 • Published Sep 15 • 1

UVSKKR 

authored a paper 4 months ago

D-HUMOR: Dark Humor Understanding via Multimodal Open-ended Reasoning

Paper • 2509.06771 • Published Sep 8 • 5

1024m 

authored 2 papers 5 months ago

Query Attribute Modeling: Improving search relevance with Semantic Search and Meta Data Filtering

Paper • 2508.04683 • Published Aug 6

DSBC : Data Science task Benchmarking with Context engineering

Paper • 2507.23336 • Published Jul 31 • 2

ybelkada 

authored 2 papers 5 months ago

NeurIPS 2025 E2LM Competition : Early Training Evaluation of Language Models

Paper • 2506.07731 • Published Jun 9 • 2

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 66

zlatamaria 

authored 3 papers 7 months ago

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home

Paper • 2501.12835 • Published Jan 22 • 4

LLM-Independent Adaptive RAG: Let the Question Speak for Itself

Paper • 2505.04253 • Published May 7 • 14

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA

Paper • 2505.21115 • Published May 27 • 140

aashiqmuhamed 

authored 3 papers 7 months ago

SAEs $\textit{Can}$ Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs

Paper • 2504.08192 • Published Apr 11 • 3

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 9

Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs

Paper • 2505.20254 • Published May 26 • 5

1024m 

authored a paper 7 months ago

Uncovering Cultural Representation Disparities in Vision-Language Models

Paper • 2505.14729 • Published May 20 • 1

1024m 

authored 2 papers 8 months ago

Robust and Fine-Grained Detection of AI Generated Texts

Paper • 2504.11952 • Published Apr 16 • 12

Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance

Paper • 2504.09753 • Published Apr 13 • 6

1024m 

authored a paper 9 months ago

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

Paper • 2504.07072 • Published Apr 9 • 9

pkuHaowei 

authored 4 papers 9 months ago

Class Incremental Learning via Likelihood Ratio Based Task Prediction

Paper • 2309.15048 • Published Sep 26, 2023

MCU: A Task-centric Framework for Open-ended Agent Evaluation in Minecraft

Paper • 2310.08367 • Published Oct 12, 2023 • 1

JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Paper • 2311.05997 • Published Nov 10, 2023 • 37

Selecting Large Language Model to Fine-tune via Rectified Scaling Law

Paper • 2402.02314 • Published Feb 4, 2024 • 2