Derek Wong

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authored a paper 20 days ago

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Paper • 2503.24377 • Published 22 days ago • 17

authored 19 papers about 1 month ago

TempoSum: Evaluating the Temporal Generalization of Abstractive Summarization

Paper • 2305.01951 • Published May 3, 2023

A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions

Paper • 2310.14724 • Published Oct 23, 2023

Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning

Paper • 2012.14768 • Published Dec 29, 2020

Understanding and Improving Lexical Choice in Non-Autoregressive Translation

Paper • 2012.14583 • Published Dec 29, 2020

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation

Paper • 2106.00903 • Published Jun 2, 2021

Progressive Multi-Granularity Training for Non-Autoregressive Translation

Paper • 2106.05546 • Published Jun 10, 2021

On the Copying Behaviors of Pre-Training for Neural Machine Translation

Paper • 2107.08212 • Published Jul 17, 2021

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models

Paper • 2401.08350 • Published Jan 16, 2024

On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation

Paper • 2110.01811 • Published Oct 5, 2021

Benchmarking LLMs via Uncertainty Quantification

Paper • 2401.12794 • Published Jan 23, 2024 • 1

Anchor-based Large Language Models

Paper • 2402.07616 • Published Feb 12, 2024 • 4

SelectIT: Selective Instruction Tuning for Large Language Models via Uncertainty-Aware Self-Reflection

Paper • 2402.16705 • Published Feb 26, 2024 • 2

Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model

Paper • 2403.11621 • Published Mar 18, 2024 • 2

AnyTrans: Translate AnyText in the Image with Large Scale Models

Paper • 2406.11432 • Published Jun 17, 2024

Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist

Paper • 2407.08733 • Published Jul 11, 2024 • 23

CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation

Paper • 2406.07054 • Published Jun 11, 2024

VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning

Paper • 2410.22995 • Published Oct 30, 2024

DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios

Paper • 2410.23746 • Published Oct 31, 2024

Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore

Paper • 2405.04286 • Published May 7, 2024