Search Results for author: Xing Han Lu

Found 5 papers, 4 papers with code

Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering

1 code implementation31 Jul 2023 Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, Nicholas Meade, Siva Reddy

Guided by human evaluation and analysis, we highlight the shortcomings of traditional metrics for both correctness and faithfulness.

Instruction Following Question Answering

TASTY: A Transformer based Approach to Space and Time complexity

no code implementations6 May 2023 Kaushik Moudgalya, Ankit Ramakrishnan, Vamsikrishna Chemudupati, Xing Han Lu

However, the task of time and space complexity classification from code has not been extensively explored due to a lack of datasets, with prior endeavors being limited to Java.

Code Completion

The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents

1 code implementation3 Apr 2023 Xing Han Lu, Siva Reddy, Harm de Vries

We introduce the StatCan Dialogue Dataset consisting of 19, 379 conversation turns between agents working at Statistics Canada and online users looking for published data tables.

Dialogue Generation Table Retrieval

MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

1 code implementation EMNLP (ClinicalNLP) 2020 Zhi Wen, Xing Han Lu, Siva Reddy

One of the biggest challenges that prohibit the use of many current NLP methods in clinical settings is the availability of public datasets.

 Ranked #1 on Mortality Prediction on MIMIC-III (Accuracy metric)

Mortality Prediction Natural Language Understanding

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