Bill Yuchen Lin's picture

Bill Yuchen Lin

yuchenlin

·

https://yuchenlin.xyz

AI & ML interests

Research @allenai LLMs and Multimodality, Agents

Articles

ZebraLogic: Benchmarking the Logical Reasoning Ability of Language Models

Organizations

yuchenlin's activity

upvoted an article 3 days ago

Article

ZebraLogic: Benchmarking the Logical Reasoning Ability of Language Models

By

•

1 day ago

• 11

upvoted 2 collections 5 days ago

Magpie-Qwen2 Datasets

Dataset built with Qwen2 72B and Qwen2 7B. • 6 items • Updated about 8 hours ago • 8

Zebra Logic Bench

ZebraLogic Bench: Testing the Limits of LLMs in Logical Reasoning • 4 items • Updated 5 days ago • 2

upvoted a paper 6 days ago

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

Paper • 2407.10457 • Published 7 days ago • 19

upvoted a paper 25 days ago

WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs

Paper • 2406.18495 • Published 26 days ago • 12

upvoted 2 papers about 1 month ago

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences

Paper • 2406.11069 • Published Jun 16 • 12

WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

Paper • 2406.04770 • Published Jun 7 • 24

upvoted a collection about 1 month ago

WildBench

4 items • Updated Jun 16 • 3

upvoted a paper about 1 month ago

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Paper • 2406.08464 • Published Jun 12 • 49

upvoted 3 papers 5 months ago

Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Paper • 2403.02502 • Published Mar 4 • 3

Multi-LoRA Composition for Image Generation

Paper • 2402.16843 • Published Feb 26 • 28

SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding

Paper • 2402.08983 • Published Feb 14 • 2

upvoted 2 papers 8 months ago

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 28

Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs

Paper • 2311.05657 • Published Nov 9, 2023 • 26

upvoted 4 papers 10 months ago

Mind2Web: Towards a Generalist Agent for the Web

Paper • 2306.06070 • Published Jun 9, 2023 • 19

In-context Autoencoder for Context Compression in a Large Language Model

Paper • 2307.06945 • Published Jul 13, 2023 • 26

How FaR Are Large Language Models From Agents with Theory-of-Mind?

Paper • 2310.03051 • Published Oct 4, 2023 • 33

PIPPA: A Partially Synthetic Conversational Dataset

Paper • 2308.05884 • Published Aug 11, 2023 • 28

upvoted 2 papers 12 months ago

Learning to Model the World with Language

Paper • 2308.01399 • Published Jul 31, 2023 • 34

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Paper • 2307.13269 • Published Jul 25, 2023 • 31

upvoted 2 papers about 1 year ago

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

Paper • 2305.15065 • Published May 24, 2023 • 1

LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion

Paper • 2306.02561 • Published Jun 5, 2023 • 6