b'Diyi Yang'

research

∙ 05/23/2023

Empowering LLM-based Machine Translation with Cultural Awareness

Traditional neural machine translation (NMT) systems often fail to trans...

0 Binwei Yao, et al. ∙

research

∙ 05/22/2023

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules

Existing large language models (LLMs) that mainly focus on Standard Amer...

0 Yanchen Liu, et al. ∙

research

∙ 05/15/2023

Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback

Millions of users come to online peer counseling platforms to seek suppo...

0 Shang-Ling Hsu, et al. ∙

research

∙ 04/23/2023

Understanding people's needs in viewing diverse social opinions about controversial topics

Social media (i.e., Reddit) users are overloaded with people's opinions ...

0 Hayeong Song, et al. ∙

research

∙ 04/10/2023

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise

Diffusion models that are based on iterative denoising have been recentl...

5 Jiaao Chen, et al. ∙

research

∙ 02/17/2023

Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints

The limits of open-ended generative models are unclear, yet increasingly...

0 Albert Lu, et al. ∙

research

∙ 02/08/2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Spurred by advancements in scale, large language models (LLMs) have demo...

10 Chengwei Qin, et al. ∙

research

∙ 02/07/2023

Auditing Gender Presentation Differences in Text-to-Image Models

Text-to-image models, which can generate high-quality images based on te...

0 Yanzhe Zhang, et al. ∙

research

∙ 01/04/2023

Parameter-Efficient Fine-Tuning Design Spaces

Parameter-efficient fine-tuning aims to achieve performance comparable t...

1 Jiaao Chen, et al. ∙

research

∙ 12/19/2022

Human-in-the-loop Abstractive Dialogue Summarization

Abstractive dialogue summarization has received increasing attention rec...

10 Jiaao Chen, et al. ∙

research

∙ 12/16/2022

Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games

Persuasion modeling is a key building block for conversational agents. E...

3 Bolin Lai, et al. ∙

research

∙ 12/15/2022

On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

Generating a chain of thought (CoT) can increase large language model (L...

0 Omar Shaikh, et al. ∙

research

∙ 12/15/2022

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue

Modern virtual assistants use internal semantic parsing engines to conve...

0 William Held, et al. ∙

research

∙ 12/15/2022

Multi-VALUE: A Framework for Cross-Dialectal English NLP

Dialect differences caused by regional, social, and economic barriers ca...

0 Caleb Ziems, et al. ∙

research

∙ 11/17/2022

ConStruct-VL: Data-Free Continual Structured VL Concepts Learning

Recently, large-scale pre-trained Vision-and-Language (VL) foundation mo...

0 James Seale Smith, et al. ∙

research

∙ 11/09/2022

Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform

Millions of people participate in online peer-to-peer support sessions, ...

0 Raj Sanjay Shah, et al. ∙

research

∙ 10/31/2022

WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain

Pre-trained language models have shown impressive performance on a varie...

9 Raj Sanjay Shah, et al. ∙

research

∙ 10/26/2022

Geographic Citation Gaps in NLP Research

In a fair world, people have equitable opportunities to education, to co...

0 Mukund Rungta, et al. ∙

research

∙ 10/19/2022

Robustness of Demonstration-based Learning Under Limited Data Scenario

Demonstration-based learning has shown great potential in stimulating pr...

0 Hongxin Zhang, et al. ∙

research

∙ 10/11/2022

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers

Multilingual transformer-based models demonstrate remarkable zero and fe...

0 William Held, et al. ∙

research

∙ 09/12/2022

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification

This paper proposes a simple yet effective interpolation-based data augm...

0 Hui Chen, et al. ∙

research

∙ 08/05/2022

A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch

We address the problem of retrieving images with both a sketch and a tex...

0 Patsorn Sangkloy, et al. ∙

research

∙ 05/15/2022

SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models

Recent research showed promising results on combining pretrained languag...

7 Jingfeng Yang, et al. ∙

research

∙ 05/12/2022

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding

Data augmentation is an effective approach to tackle over-fitting. Many ...

0 Le Zhang, et al. ∙

research

∙ 05/03/2022

SUBS: Subtree Substitution for Compositional Semantic Parsing

Although sequence-to-sequence models often achieve good performance in s...

0 Jingfeng Yang, et al. ∙

research

∙ 04/29/2022

Six Feet Apart: Online Payments During the COVID-19 Pandemic

Since the COVID-19 pandemic, businesses have faced unprecedented challen...

0 Omar Shaikh, et al. ∙

research

∙ 04/06/2022

VALUE: Understanding Dialect Disparity in NLU

English Natural Language Understanding (NLU) systems have achieved great...

2 Caleb Ziems, et al. ∙

research

∙ 04/06/2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems

Conversational agents have come increasingly closer to human competence ...

3 Caleb Ziems, et al. ∙

research

∙ 04/06/2022

Inducing Positive Perspectives with Text Reframing

Sentiment transfer is one popular example of a text style transfer task,...

2 Caleb Ziems, et al. ∙

research

∙ 03/26/2022

Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension

Question answering (QA) is a fundamental means to facilitate assessment ...

18 Ying Xu, et al. ∙

research

∙ 03/21/2022

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

Named Entity Recognition (NER) systems often demonstrate great performan...

0 Aaron Reich, et al. ∙

research

∙ 03/20/2022

Continual Sequence Generation with Adaptive Compositional Modules

Continual learning is essential for real-world deployment when there is ...

0 Yanzhe Zhang, et al. ∙

research

∙ 12/28/2021

Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages

People write personalized greeting cards on various occasions. While pri...

0 Jiao Sun, et al. ∙

research

∙ 12/15/2021

Measure and Improve Robustness in NLP Models: A Survey

As NLP models achieved state-of-the-art performances over benchmarks and...

0 Xuezhi Wang, et al. ∙

research

∙ 10/14/2021

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Recently, NLP models have achieved remarkable progress across a variety ...

0 Tianlu Wang, et al. ∙

research

∙ 10/07/2021

GNN is a Counter? Revisiting GNN for Question Answering

Question Answering (QA) has been a long-standing research topic in AI an...

41 Kuan Wang, et al. ∙

research

∙ 09/27/2021

Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework

Recent research has demonstrated how racial biases against users who wri...

5 Matan Halevy, et al. ∙

research

∙ 09/25/2021

Know it to Defeat it: Exploring Health Rumor Characteristics and Debunking Efforts on Chinese Social Media during COVID-19 Crisis

Health-related rumors spreading online during a public crisis may pose a...

0 Wenjie Yang, et al. ∙

research

∙ 09/11/2021

To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence

Framing has significant but subtle effects on public opinion and policy....

5 Caleb Ziems, et al. ∙

research

∙ 09/11/2021

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech

Hate speech has grown significantly on social media, causing serious con...

6 Mai ElSherief, et al. ∙

research

∙ 09/11/2021

Semantic Categorization of Social Knowledge for Commonsense Question Answering

Large pre-trained language models (PLMs) have led to great success on va...

0 Gengyu Wang, et al. ∙

research

∙ 09/02/2021

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

A fundamental goal of scientific research is to learn about causal relat...

55 Amir Feder, et al. ∙

research

∙ 08/31/2021

A Search Engine for Discovery of Scientific Challenges and Directions

Keeping track of scientific challenges, advances and emerging directions...

11 Dan Lahav, et al. ∙

research

∙ 08/30/2021

Linguistic Characterization of Divisive Topics Online: Case Studies on Contentiousness in Abortion, Climate Change, and Gun Control

As public discourse continues to move and grow online, conversations abo...

0 Jacob Beel, et al. ∙

research

∙ 06/15/2021

Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes

As job markets worldwide have become more competitive and applicant sele...

0 Austin P. Wright, et al. ∙

research

∙ 06/14/2021

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

NLP has achieved great progress in the past decade through the use of ne...

30 Jiaao Chen, et al. ∙

research

∙ 06/08/2021

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering

Disfluencies is an under-studied topic in NLP, even though it is ubiquit...

0 Aditya Gupta, et al. ∙

research

∙ 05/31/2021

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization

Fine-tuning large pre-trained models with task-specific data has achieve...

10 Jiaao Chen, et al. ∙

research

∙ 05/02/2021

Graph Vulnerability and Robustness: A Survey

The study of network robustness is a critical tool in the characterizati...

0 Scott Freitas, et al. ∙

research

∙ 04/16/2021

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs

Abstractive conversation summarization has received much attention recen...

8 Jiaao Chen, et al. ∙

Diyi Yang

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