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JonathanBLi 

authored a paper about 1 month ago

Cautious Weight Decay

Paper • 2510.12402 • Published Oct 14, 2025 • 9

hychiang 

authored a paper about 2 months ago

UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Paper • 2512.03383 • Published Dec 3, 2025 • 5

SP2001 

authored 3 papers 3 months ago

Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms

Paper • 2510.13913 • Published Oct 15, 2025 • 4

EgoVLM: Policy Optimization for Egocentric Video Understanding

Paper • 2506.03097 • Published Jun 3, 2025

Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math

Paper • 2510.13744 • Published Oct 15, 2025 • 6

SP2001 

authored a paper 4 months ago

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents

Paper • 2509.06283 • Published Sep 8, 2025 • 18

fcyin 

authored a paper 7 months ago

LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation

Paper • 2501.05414 • Published Jan 9, 2025 • 2

fcyin 

authored a paper 8 months ago

ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models

Paper • 2505.13444 • Published May 19, 2025 • 17

hychiang 

authored 4 papers 10 months ago

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models

Paper • 2503.22879 • Published Mar 28, 2025 • 9

Quamba: A Post-Training Quantization Recipe for Selective State Space Models

Paper • 2410.13229 • Published Oct 17, 2024 • 1

Efficient Low-rank Backpropagation for Vision Transformer Adaptation

Paper • 2309.15275 • Published Sep 26, 2023 • 1

MobileTL: On-device Transfer Learning with Inverted Residual Blocks

Paper • 2212.03246 • Published Dec 5, 2022 • 1

SP2001 

authored 3 papers 11 months ago

CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

Paper • 2407.06249 • Published Jul 8, 2024

SFR-RAG: Towards Contextually Faithful LLMs

Paper • 2409.09916 • Published Sep 16, 2024 • 1

FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Paper • 2410.03727 • Published Sep 30, 2024 • 2

joydeep-b 

authored a paper 12 months ago

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3, 2025 • 9

fcyin 

authored a paper over 1 year ago

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Paper • 2409.12183 • Published Sep 18, 2024 • 39

anubrata 

authored 2 papers over 2 years ago

ProtoTEx: Explaining Model Decisions with Prototype Tensors

Paper • 2204.05426 • Published Apr 11, 2022

The State of Human-centered NLP Technology for Fact-checking

Paper • 2301.03056 • Published Jan 8, 2023