Collection by
Mar 9, 2024
Mar 9, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2403.04642
Collection by
Jan 29
Jan 29
-
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 48 -
How Far Are We from Intelligent Visual Deductive Reasoning?
Paper • 2403.04732 • Published • 22 -
Common 7B Language Models Already Possess Strong Math Capabilities
Paper • 2403.04706 • Published • 19 -
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Paper • 2405.14333 • Published • 40
Collection by
Feb 5
Feb 5
-
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
Paper • 2402.14848 • Published • 19 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 48 -
How Far Are We from Intelligent Visual Deductive Reasoning?
Paper • 2403.04732 • Published • 22 -
Learning to Reason and Memorize with Self-Notes
Paper • 2305.00833 • Published • 5
Collection by
Jul 15, 2024
Jul 15, 2024
-
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 48 -
PERL: Parameter Efficient Reinforcement Learning from Human Feedback
Paper • 2403.10704 • Published • 58 -
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Paper • 2403.02884 • Published • 17
Collection by
Aug 27, 2024
Aug 27, 2024
-
Rethinking Optimization and Architecture for Tiny Language Models
Paper • 2402.02791 • Published • 13 -
More Agents Is All You Need
Paper • 2402.05120 • Published • 53 -
Scaling Laws for Forgetting When Fine-Tuning Large Language Models
Paper • 2401.05605 • Published -
Aligning Large Language Models with Counterfactual DPO
Paper • 2401.09566 • Published • 2
Collection by
Dec 3, 2024
Dec 3, 2024
-
Diffusion World Model
Paper • 2402.03570 • Published • 8 -
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF
Paper • 2401.16335 • Published • 1 -
Towards Efficient and Exact Optimization of Language Model Alignment
Paper • 2402.00856 • Published -
ODIN: Disentangled Reward Mitigates Hacking in RLHF
Paper • 2402.07319 • Published • 14
Collection by
Mar 8, 2024
Mar 8, 2024
-
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 115 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Paper • 2402.14830 • Published • 25 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 48
Collection by
Mar 27, 2024
Mar 27, 2024
-
Metadata Might Make Language Models Better
Paper • 2211.10086 • Published • 4 -
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs
Paper • 2304.14999 • Published • 2 -
PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble Techniques
Paper • 2401.02122 • Published • 2 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 123
Collection by
Feb 2
Feb 2
-
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Paper • 2312.04474 • Published • 32 -
Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning
Paper • 2312.08901 • Published -
Learning From Mistakes Makes LLM Better Reasoner
Paper • 2310.20689 • Published • 29 -
Making Large Language Models Better Reasoners with Step-Aware Verifier
Paper • 2206.02336 • Published • 1
Collection by
Apr 4, 2024
Apr 4, 2024
-
Unicron: Economizing Self-Healing LLM Training at Scale
Paper • 2401.00134 • Published • 11 -
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Paper • 2401.00788 • Published • 22 -
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Paper • 2401.04398 • Published • 24 -
The Impact of Reasoning Step Length on Large Language Models
Paper • 2401.04925 • Published • 18