Graham Neubig

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authored a paper 9 months ago

The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think

Paper • 2505.10185 • Published May 15, 2025 • 26

authored a paper 12 months ago

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published Feb 5, 2025 • 58

authored 4 papers about 1 year ago

TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published Dec 18, 2024 • 51

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 46

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 47

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 31

authored 10 papers over 1 year ago

JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation

Paper • 2410.17250 • Published Oct 22, 2024 • 14

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

Paper • 2410.16153 • Published Oct 21, 2024 • 44

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples

Paper • 2410.14669 • Published Oct 18, 2024 • 39

Harnessing Webpage UIs for Text-Rich Visual Understanding

Paper • 2410.13824 • Published Oct 17, 2024 • 30

Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Paper • 2409.02813 • Published Sep 4, 2024 • 32

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents

Paper • 2407.16741 • Published Jul 23, 2024 • 75

VIMI: Grounding Video Generation through Multi-modal Instruction

Paper • 2407.06304 • Published Jul 8, 2024 • 10

Training Task Experts through Retrieval Based Distillation

Paper • 2407.05463 • Published Jul 7, 2024 • 10

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2, 2024 • 124

authored 2 papers almost 2 years ago

SOTOPIA-$π$: Interactive Learning of Socially Intelligent Language Agents

Paper • 2403.08715 • Published Mar 13, 2024 • 21

Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 26

authored a paper about 2 years ago

Alignment for Honesty

Paper • 2312.07000 • Published Dec 12, 2023 • 15

authored a paper over 2 years ago

The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation

Paper • 2308.07286 • Published Aug 14, 2023 • 6