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ChengsongHuang 

authored a paper 19 days ago

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Paper • 2506.03566 • Published 24 days ago • 6

qshi 

authored 2 papers 30 days ago

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Paper • 2501.06598 • Published Jan 11 • 2

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Paper • 2502.14752 • Published Feb 20

qshi 

authored a paper about 1 month ago

AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Paper • 2505.20662 • Published May 27

SivilTaram 

authored a paper about 1 month ago

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20 • 22

dreamerdeo 

authored 4 papers 2 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21 • 46

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation

Paper • 2504.13055 • Published Apr 17 • 19

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types

Paper • 2412.11757 • Published Dec 16, 2024

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13

ChengsongHuang 

authored a paper 3 months ago

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Paper • 2504.00043 • Published Mar 30 • 9

SivilTaram 

authored 7 papers 3 months ago

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Paper • 2411.07763 • Published Nov 12, 2024 • 2

When Attention Sink Emerges in Language Models: An Empirical View

Paper • 2410.10781 • Published Oct 14, 2024

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 57

Scaling up Masked Diffusion Models on Text

Paper • 2410.18514 • Published Oct 24, 2024

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24 • 31

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Paper • 2503.15450 • Published Mar 19 • 11

ChengsongHuang 

authored 3 papers 4 months ago

On Grounded Planning for Embodied Tasks with Language Models

Paper • 2209.00465 • Published Aug 29, 2022 • 1

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Paper • 2405.04086 • Published May 7, 2024 • 2

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning

Paper • 2410.10074 • Published Oct 14, 2024 • 1