Meta-Learning a Dynamical Language Model
Paper
• 1803.10631 • Published
• 1
papers
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TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation
Paper • 2003.11963 • Published -
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model
Paper • 2212.04960 • Published • 1 -
Continuous Learning in a Hierarchical Multiscale Neural Network
Paper • 1805.05758 • Published • 2 -
HuggingFace's Transformers: State-of-the-art Natural Language Processing
Paper • 1910.03771 • Published • 21 -
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Paper • 2210.01970 • Published • 13 -
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
Paper • 1901.08149 • Published • 3 -
Datasets: A Community Library for Natural Language Processing
Paper • 2109.02846 • Published • 14 -
Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 65 -
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 7 -
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
Paper • 2410.19168 • Published • 24 -
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
Paper • 2409.02813 • Published • 33 -
JuStRank: Benchmarking LLM Judges for System Ranking
Paper • 2412.09569 • Published • 20 -
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
Paper • 2412.11919 • Published • 36 -
Are Your LLMs Capable of Stable Reasoning?
Paper • 2412.13147 • Published • 93 -
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 87 -
Large Language Model-Brained GUI Agents: A Survey
Paper • 2411.18279 • Published • 30 -
Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation
Paper • 2412.18176 • Published • 16 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 46 -
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 39 -
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
Paper • 2412.14922 • Published • 88 -
Learning to Reason via Self-Iterative Process Feedback for Small Language Models
Paper • 2412.08393 • Published -
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization
Paper • 2501.01245 • Published • 5 -
Xmodel-2 Technical Report
Paper • 2412.19638 • Published • 27 -
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Paper • 2412.21187 • Published • 40 -
Executable Code Actions Elicit Better LLM Agents
Paper • 2402.01030 • Published • 188 -
Advancing LLM Reasoning Generalists with Preference Trees
Paper • 2404.02078 • Published • 46 -
Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 25 -
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
Paper • 2405.20974 • Published -
Resolving Interference When Merging Models
Paper • 2306.01708 • Published • 17 -
Editing Models with Task Arithmetic
Paper • 2212.04089 • Published • 7 -
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 30