Diyi Yang

138 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🏠 Conference Loyalist (45) 🤝 Dynamic Duo (26) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (56) 🔬 Deep Specialist (19) 🧬 Topic Evolution 🏆 Keyword Champion (16) ❓ The Questioner (7) 🗃️ Keyword Collector (504) 💎 Century Club (137) 🔥 Unstoppable (7) 📈 Trend Setter ⚡ Prolific Year (26)

Conferences

EMNLP (45) ACL (43) NAACL (18) ICLR (8) EACL (7) IJCNLP (5) AAAI (4) NIPS (3) ICML (2) COLING (1) CVPR (1) ECCV (1)

Top co-authors

Jiaao Chen (26) Caleb Ziems (17) William Held (14) Yanzhe Zhang (10) Weiyan Shi (7) Omar Shaikh (6) Xuezhi Wang (6) Jingfeng Yang (6) Zichao Yang (5) Minzhi Li (5)

Research topics

Privacy (2) Education (2) Applications (1) Linguistics (1) Digital Humanities (1)

Keywords

large language model (28) data augmentation (16) natural language processing (11) text generation (11) language model (9) text classification (9) semi-supervised learning (7) zero-shot learning (6) human-ai interaction (6) transfer learning (5) abstractive summarization (5) semantic parsing (5) question answering (4) model evaluation (4) benchmark evaluation (4) natural language generation (4) dialogue summarization (4) few-shot learning (4) model robustness (4) multimodal learning (4)

Papers

AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation EACL 2026

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers ICLR 2025

Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping NAACL 2025

Human-AI Collaboration: How AIs Augment Human Teammates ACL 2025

Aligning Language Models with Demonstrated Feedback ICLR 2025

Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors ICML 2025

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR 2025

EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025

Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025

Culture Cartography: Mapping the Landscape of Cultural Knowledge EMNLP 2025

No Preference Left Behind: Group Distributional Preference Optimization ICLR 2025

SPHERE: An Evaluation Card for Human-AI Systems ACL 2025

Attacking Vision-Language Computer Agents via Pop-ups ACL 2025

EgoNormia: Benchmarking Physical-Social Norm Understanding ACL 2025

Mind the Gap: Static and Interactive Evaluations of Large Audio Models ACL 2025

Distilling an End-to-End Voice Assistant Without Instruction Training Data ACL 2025

Social Intelligence in the Age of LLMs NAACL 2025

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025

Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors ACL 2024

Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024

How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs ACL 2024

Unintended Impacts of LLM Alignment on Global Representation ACL 2024

Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024

Perceptions of Language Technology Failures from South Asian English Speakers ACL 2024

Measuring and Addressing Indexical Bias in Information Retrieval ACL 2024

Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ACL 2024

Benchmarking Machine Translation with Cultural Awareness EMNLP 2024

CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024

DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks ICLR 2024

Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024

Language Agents: Foundations, Prospects, and Risks EMNLP 2024

Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach EMNLP 2024

Demystifying Verbatim Memorization in Large Language Models EMNLP 2024

Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024

Training Socially Aligned Language Models on Simulated Social Interactions ICLR 2024

Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024

Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024

Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors NIPS 2024

DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph NIPS 2024

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways AAAI 2024

Human-AI Interaction in the Age of LLMs NAACL 2024

Grounding Gaps in Language Model Generations NAACL 2024

Position: A Safe Harbor for AI Evaluation and Red Teaming ICML 2024

PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NIPS 2024

Human-in-the-loop Abstractive Dialogue Summarization ACL 2023

Multi-VALUE: A Framework for Cross-Dialectal English NLP ACL 2023

Compositional Data Augmentation for Abstractive Conversation Summarization ACL 2023

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL 2023

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL 2023

Forgotten Knowledge: Examining the Citational Amnesia in NLP ACL 2023

NormBank: A Knowledge Bank of Situational Social Norms ACL 2023

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023

TADA : Task Agnostic Dialect Adapters for English ACL 2023

Modeling Cross-Cultural Pragmatic Inference with Codenames Duet ACL 2023

Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games ACL 2023

Controllable Conversation Generation with Conversation Structures via Diffusion Models ACL 2023

ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers EACL 2023

Summarization of Dialogues and Conversations At Scale EACL 2023

Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints EACL 2023

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP EACL 2023

Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023

Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP 2023

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023

Task-Agnostic Low-Rank Adapters for Unseen English Dialects EMNLP 2023

“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms EMNLP 2023

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations EMNLP 2023

Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023

Unlearn What You Want to Forget: Efficient Unlearning for LLMs EMNLP 2023

Impressions: Visual Semiotics and Aesthetic Impact Understanding EMNLP 2023

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules EMNLP 2023

Designing, Evaluating, and Learning from Humans Interacting with NLP Models EMNLP 2023

Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023

Culturally Aware Natural Language Inference EMNLP 2023

Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023

Parameter-Efficient Fine-Tuning Design Spaces ICLR 2023

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL 2022

Learning with Limited Text Data ACL 2022

DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems ACL 2022

GNN is a Counter? Revisiting GNN for Question Answering ICLR 2022

VALUE: Understanding Dialect Disparity in NLU ACL 2022

Measure and Improve Robustness in NLP Models: A Survey NAACL 2022

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL 2022

SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models NAACL 2022

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models NAACL 2022

When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022

Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP 2022

Geographic Citation Gaps in NLP Research EMNLP 2022

A Search Engine for Discovery of Scientific Challenges and Directions AAAI 2022

SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022

Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022

Continual Sequence Generation with Adaptive Compositional Modules ACL 2022

Inducing Positive Perspectives with Text Reframing ACL 2022

A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch ECCV 2022

Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022

Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL 2022

Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs NAACL 2021

Personalized Response Generation via Generative Split Memory Network NAACL 2021

Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021

Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests AAAI 2021

Putting Humans in the Natural Language Processing Loop: A Survey EACL 2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL 2021

Personalized Response Generation with Tensor Factorization ACL 2021

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering ACL 2021

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability ACL 2021

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability IJCNLP 2021

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering IJCNLP 2021

Personalized Response Generation with Tensor Factorization IJCNLP 2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics IJCNLP 2021

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech EMNLP 2021

Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021

The Importance of Modeling Social Factors of Language: Theory and Practice NAACL 2021

HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021

To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence EMNLP 2021

WIKIBIAS: Detecting Multi-Span Subjective Biases in Language EMNLP 2021

Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021

Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization EMNLP 2020

ToTTo: A Controlled Table-To-Text Generation Dataset EMNLP 2020

Automatically Neutralizing Subjective Bias in Text AAAI 2020

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020

Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP 2020

Examining the Ordering of Rhetorical Strategies in Persuasive Requests EMNLP 2020

Local Additivity Based Data Augmentation for Semi-supervised NER EMNLP 2020

Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection EMNLP 2020

Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL 2019

Proceedings of the 2019 Workshop on Widening NLP ACL 2019

Identifying Semantic Edit Intentions from Revisions in Wikipedia EMNLP 2017

Hierarchical Attention Networks for Document Classification NAACL 2016

Humor Recognition and Humor Anchor Extraction EMNLP 2015

Weakly Supervised Role Identification in Teamwork Interactions IJCNLP 2015

Incorporating Word Correlation Knowledge into Topic Modeling NAACL 2015

Weakly Supervised Role Identification in Teamwork Interactions ACL 2015

That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets EMNLP 2015