Picture for Lingpeng Kong

Lingpeng Kong

Non-myopic Generation of Language Models for Reasoning and Planning

Add code
Oct 28, 2024
Viaarxiv icon

Why Does the Effective Context Length of LLMs Fall Short?

Add code
Oct 24, 2024
Viaarxiv icon

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Add code
Oct 23, 2024
Viaarxiv icon

Non-myopic Generation of Language Model for Reasoning and Planning

Add code
Oct 23, 2024
Viaarxiv icon

Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration

Add code
Oct 22, 2024
Viaarxiv icon

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Add code
Oct 18, 2024
Viaarxiv icon

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom

Add code
Oct 18, 2024
Viaarxiv icon

Understanding the Role of LLMs in Multimodal Evaluation Benchmarks

Add code
Oct 16, 2024
Viaarxiv icon

QSpec: Speculative Decoding with Complementary Quantization Schemes

Add code
Oct 15, 2024
Figure 1 for QSpec: Speculative Decoding with Complementary Quantization Schemes
Figure 2 for QSpec: Speculative Decoding with Complementary Quantization Schemes
Figure 3 for QSpec: Speculative Decoding with Complementary Quantization Schemes
Figure 4 for QSpec: Speculative Decoding with Complementary Quantization Schemes
Viaarxiv icon

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs

Add code
Oct 14, 2024
Figure 1 for TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
Figure 2 for TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
Figure 3 for TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
Figure 4 for TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
Viaarxiv icon