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09/21/2023
Rehearsal: Simulating Conflict to Teach Conflict Resolution
Interpersonal conflict is an uncomfortable but unavoidable fact of life....
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09/14/2023
Anchor Points: Benchmarking Models with Much Fewer Examples
Modern language models often exhibit powerful but brittle behavior, lead...
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08/28/2023
Identifying and Mitigating the Security Risks of Generative AI
Every major technical invention resurfaces the dual-use dilemma – the ne...
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07/09/2023
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research
The emergence of Large Language Models (LLMs) has brought both excitemen...
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06/29/2023
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Instruction tuning unlocks the superior capability of Large Language Mod...
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05/29/2023
Forgotten Knowledge: Examining the Citational Amnesia in NLP
Citing papers is the primary method through which modern scientific writ...
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05/26/2023
NormBank: A Knowledge Bank of Situational Social Norms
We present NormBank, a knowledge bank of 155k situational norms. This re...
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05/26/2023
Training Socially Aligned Language Models in Simulated Human Society
Social alignment in AI systems aims to ensure that these models behave a...
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05/26/2023
TADA: Task-Agnostic Dialect Adapters for English
Large Language Models, the dominant starting point for Natural Language ...
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05/23/2023
Empowering LLM-based Machine Translation with Cultural Awareness
Traditional neural machine translation (NMT) systems often fail to trans...
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05/22/2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules
Existing large language models (LLMs) that mainly focus on Standard Amer...
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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...
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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 ...
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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...
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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...
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02/08/2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Spurred by advancements in scale, large language models (LLMs) have demo...
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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...
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01/04/2023
Parameter-Efficient Fine-Tuning Design Spaces
Parameter-efficient fine-tuning aims to achieve performance comparable t...
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12/19/2022
Human-in-the-loop Abstractive Dialogue Summarization
Abstractive dialogue summarization has received increasing attention rec...
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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...
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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...
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12/15/2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue
Modern virtual assistants use internal semantic parsing engines to conve...
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12/15/2022
Multi-VALUE: A Framework for Cross-Dialectal English NLP
Dialect differences caused by regional, social, and economic barriers ca...
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11/17/2022
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
Recently, large-scale pre-trained Vision-and-Language (VL) foundation mo...
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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, ...
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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...
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10/26/2022
Geographic Citation Gaps in NLP Research
In a fair world, people have equitable opportunities to education, to co...
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10/19/2022
Robustness of Demonstration-based Learning Under Limited Data Scenario
Demonstration-based learning has shown great potential in stimulating pr...
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10/11/2022
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers
Multilingual transformer-based models demonstrate remarkable zero and fe...
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09/12/2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification
This paper proposes a simple yet effective interpolation-based data augm...
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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...
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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...
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05/12/2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding
Data augmentation is an effective approach to tackle over-fitting. Many ...
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05/03/2022
SUBS: Subtree Substitution for Compositional Semantic Parsing
Although sequence-to-sequence models often achieve good performance in s...
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04/29/2022
Six Feet Apart: Online Payments During the COVID-19 Pandemic
Since the COVID-19 pandemic, businesses have faced unprecedented challen...
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04/06/2022
VALUE: Understanding Dialect Disparity in NLU
English Natural Language Understanding (NLU) systems have achieved great...
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04/06/2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
Conversational agents have come increasingly closer to human competence ...
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04/06/2022
Inducing Positive Perspectives with Text Reframing
Sentiment transfer is one popular example of a text style transfer task,...
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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 ...
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03/21/2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
Named Entity Recognition (NER) systems often demonstrate great performan...
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03/20/2022
Continual Sequence Generation with Adaptive Compositional Modules
Continual learning is essential for real-world deployment when there is ...
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12/28/2021
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages
People write personalized greeting cards on various occasions. While pri...
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12/15/2021
Measure and Improve Robustness in NLP Models: A Survey
As NLP models achieved state-of-the-art performances over benchmarks and...
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10/14/2021
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
Recently, NLP models have achieved remarkable progress across a variety ...
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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...
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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...
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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...
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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....
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09/11/2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech
Hate speech has grown significantly on social media, causing serious con...
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09/11/2021