NLPExplorer

Julian Mcauley

Number of Papers:- 52

Number of Citations:- 2

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

EMNLP

NAACL

Findings

ACL

IJCNLP

EACL

Co-Authors:-

Similar Authors:-

Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL

Se-eun Yoon | Zhankui He | Jessica Echterhoff | Julian McAuley |

Extending Input Contexts of Language Models through Training on Segmented Sequences F i n d i n g s - N A A C L

Petros Karypis | Julian McAuley | George Karypis |

Automatic Pair Construction for Contrastive Post-training F i n d i n g s - N A A C L

InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment F i n d i n g s - A C L

Small Models are Valuable Plug-ins for Large Language Models F i n d i n g s - A C L

Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning F i n d i n g s - A C L

Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback NAACL

DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL

Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation F i n d i n g s - E M N L P

Mitigating Hallucination in Fictional Character Role-Play F i n d i n g s - E M N L P

Cognitive Bias in Decision-Making with LLMs F i n d i n g s - E M N L P

Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP

Mayukh Sharma | Sean O’Brien | Julian McAuley |

Assistive Recipe Editing through Critiquing EACL

Diego Antognini | Shuyang Li | Boi Faltings | Julian Mcauley |

Unsupervised Improvement of Factual Knowledge in Language Models EACL

Nafis Sadeq | Byungkyu Kang | Prarit Lamba | Julian Mcauley |

A Survey on Dynamic Neural Networks for Natural Language Processing F i n d i n g s - E A C L

Canwen Xu | Julian Mcauley |

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP

Canwen Xu | Daya Guo | Nan Duan | Julian McAuley |

Synthetic Pre-Training Tasks for Neural Machine Translation F i n d i n g s - A C L

Spoiler Detection as Semantic Text Matching EMNLP

Ryan Tran | Canwen Xu | Julian McAuley |

InterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions EMNLP

Bodhisattwa Majumder | Zexue He | Julian McAuley |

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP

KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations ACL

Controlling Bias Exposure for Fair Interpretable Predictions F i n d i n g s - E M N L P

Zexue He | Yu Wang | Julian McAuley | Bodhisattwa Prasad Majumder |