Search Results for author: Bryan Li

Found 11 papers, 5 papers with code

Exploring Content Selection in Summarization of Novel Chapters

1 code implementation ACL 2020 Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown

We present a new summarization task, generating summaries of novel chapters using summary/chapter pairs from online study guides.

Extractive Summarization News Summarization

$\rm{C {\small IS}}^2$: A Simplified Commonsense Inference Evaluation for Story Prose

2 code implementations16 Feb 2022 Bryan Li, Lara J. Martin, Chris Callison-Burch

Transformers have been showing near-human performance on a variety of tasks, but they are not without their limitations.

Sentence Text Generation

Cantonese Automatic Speech Recognition Using Transfer Learning from Mandarin

no code implementations21 Nov 2019 Bryan Li, Xinyue Wang, Homayoon Beigi

We propose a system to develop a basic automatic speech recognizer(ASR) for Cantonese, a low-resource language, through transfer learning of Mandarin, a high-resource language.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Bidirectional Language Models Are Also Few-shot Learners

no code implementations29 Sep 2022 Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch

An arbitrary task can be reformulated as a natural language prompt, and a language model can be asked to generate the completion, indirectly performing the task in a paradigm known as prompt-based learning.

Denoising Language Modelling +4

Word Alignment in the Era of Deep Learning: A Tutorial

no code implementations30 Nov 2022 Bryan Li

Jumping forward to the era of neural machine translation (NMT), we show how insights from word alignment inspired the attention mechanism fundamental to present-day NMT.

Machine Translation NMT +2

PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale

1 code implementation24 Apr 2023 Bryan Li, Chris Callison-Burch

This work proposes a synthetic data generation method for cross-lingual QA which leverages indirect supervision from existing parallel corpora.

Cross-Lingual Question Answering Machine Translation +3

This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models

no code implementations24 May 2023 Bryan Li, Samar Haider, Chris Callison-Burch

We then evaluate various multilingual LLMs on our dataset and metrics to probe their internal knowledge and use the proposed metrics to discover numerous inconsistencies in how these models respond in different languages.

Language Modelling Large Language Model +1

Large Language Models as Sous Chefs: Revising Recipes with GPT-3

1 code implementation24 Jun 2023 Alyssa Hwang, Bryan Li, Zhaoyi Hou, Dan Roth

With their remarkably improved text generation and prompting capabilities, large language models can adapt existing written information into forms that are easier to use and understand.

Text Generation

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