Liam Dugan

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authored 3 papers 21 days ago

Machine Text Detectors are Membership Inference Attacks

Paper • 2510.19492 • Published 22 days ago • 4

Controlling Difficulty of Generated Text for AI-Assisted Language Learning

Paper • 2506.04072 • Published Jun 4 • 1

Domain Gating Ensemble Networks for AI-Generated Text Detection

Paper • 2505.13855 • Published May 20 • 1

authored a paper 8 months ago

Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection

Paper • 2502.04528 • Published Feb 6

authored a paper 10 months ago

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge

Paper • 2501.08913 • Published Jan 15

authored a paper about 1 year ago

MiRAGeNews: Multimodal Realistic AI-Generated News Detection

Paper • 2410.09045 • Published Oct 11, 2024 • 4

authored 12 papers over 1 year ago

ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems

Paper • 2408.02248 • Published Aug 5, 2024

Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck

Paper • 2310.19660 • Published Oct 30, 2023

RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors

Paper • 2405.07940 • Published May 13, 2024

FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models

Paper • 2402.14116 • Published Feb 21, 2024

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

Paper • 2309.05542 • Published Sep 11, 2023

Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models

Paper • 2306.01201 • Published Jun 1, 2023

Exploring the Curious Case of Code Prompts

Paper • 2304.13250 • Published Apr 26, 2023

Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text

Paper • 2212.12672 • Published Dec 24, 2022

The Case for a Single Model that can Both Generate Continuations and Fill in the Blank

Paper • 2206.04812 • Published Jun 9, 2022

A Feasibility Study of Answer-Agnostic Question Generation for Education

Paper • 2203.08685 • Published Mar 16, 2022

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

Paper • 2010.03070 • Published Oct 6, 2020

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Paper • 2206.04615 • Published Jun 9, 2022 • 5