KABI's picture

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KABI

dongguanting

·

https://dongguanting.github.io/

AI & ML interests

Information Extration and Retrieval / Alignment for Large Language Models

Organizations

dongguanting's activity

upvoted a paper about 18 hours ago

Qwen2 Technical Report

Paper • 2407.10671 • Published 1 day ago • 91

upvoted 2 papers 9 days ago

DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning

Paper • 2407.04078 • Published 12 days ago • 14

Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion

Paper • 2407.01392 • Published 15 days ago • 39

upvoted 14 papers 15 days ago

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

Paper • 2210.08873 • Published Oct 17, 2022 • 1

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Paper • 2308.01825 • Published Aug 3, 2023 • 21

InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework

Paper • 2309.11911 • Published Sep 21, 2023 • 3

Query and Response Augmentation Cannot Help Out-of-domain Math Reasoning Generalization

Paper • 2310.05506 • Published Oct 9, 2023 • 1

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT

Paper • 2310.10176 • Published Oct 16, 2023 • 1

Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

Paper • 2310.06504 • Published Oct 10, 2023 • 1

OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models

Paper • 2310.16517 • Published Oct 25, 2023 • 1

Knowledge Editing on Black-box Large Language Models

Paper • 2402.08631 • Published Feb 13 • 3

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning

Paper • 2402.09136 • Published Feb 14 • 1

PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability

Paper • 2402.11534 • Published Feb 18 • 1

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12 • 15

LiteSearch: Efficacious Tree Search for LLM

Paper • 2407.00320 • Published 18 days ago • 36

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning

Paper • 2407.00782 • Published 16 days ago • 21

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Paper • 2407.01284 • Published 15 days ago • 71

upvoted 2 papers 18 days ago

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Paper • 2406.13542 • Published 27 days ago • 16

Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

Paper • 2406.18676 • Published 20 days ago • 5

upvoted a paper 24 days ago

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Paper • 2406.11931 • Published 29 days ago • 54

upvoted a paper 4 months ago

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Paper • 2310.05492 • Published Oct 9, 2023 • 2

upvoted 2 papers 6 months ago

Transformers are Multi-State RNNs

Paper • 2401.06104 • Published Jan 11 • 34

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11 • 37