Linyi Yang

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authored 3 papers 16 days ago

GenDec: A robust generative Question-decomposition method for Multi-hop reasoning

Paper • 2402.11166 • Published Feb 17, 2024 • 1

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis

Paper • 2106.15231 • Published Jun 29, 2021

Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning?

Paper • 2510.06036 • Published 17 days ago • 6

authored 10 papers 2 months ago

Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

Paper • 2310.05130 • Published Oct 8, 2023

Detoxifying Large Language Models via Knowledge Editing

Paper • 2403.14472 • Published Mar 21, 2024 • 3

Personality Alignment of Large Language Models

Paper • 2408.11779 • Published Aug 21, 2024

USB: A Unified Semi-supervised Learning Benchmark for Classification

Paper • 2208.07204 • Published Aug 12, 2022

CycleResearcher: Improving Automated Research via Automated Review

Paper • 2411.00816 • Published Oct 28, 2024 • 1

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

Paper • 2410.09671 • Published Oct 12, 2024 • 1

An Empirical Analysis of Uncertainty in Large Language Model Evaluations

Paper • 2502.10709 • Published Feb 15

ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning

Paper • 2503.09501 • Published Mar 12 • 1

Deep Research Agents: A Systematic Examination And Roadmap

Paper • 2506.18096 • Published Jun 22 • 3

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 151

authored a paper 11 months ago

Direct Preference Optimization Using Sparse Feature-Level Constraints

Paper • 2411.07618 • Published Nov 12, 2024 • 17

authored 4 papers almost 2 years ago

Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Paper • 2310.07521 • Published Oct 11, 2023

Supervised Knowledge Makes Large Language Models Better In-context Learners

Paper • 2312.15918 • Published Dec 26, 2023 • 10

PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Paper • 2306.04528 • Published Jun 7, 2023 • 3

Deepfake Text Detection in the Wild

Paper • 2305.13242 • Published May 22, 2023

authored 2 papers over 2 years ago

A Survey on Evaluation of Large Language Models

Paper • 2307.03109 • Published Jul 6, 2023 • 42

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization

Paper • 2306.05087 • Published Jun 8, 2023 • 6