The Effectiveness of Simple Hybrid Systems for Hypernym Discovery. - William Held; Nizar Habash (ACL (1), 2019)

Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference. - William Held; Dan Iter; Dan Jurafsky (EMNLP (1), 2021)

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue. - William Held; Christopher Hidey; Fei Liu; Eric Zhu; Rahul Goel; Diyi Yang; Rushin Shah (ACL (1), 2023)

TADA : Task Agnostic Dialect Adapters for English. - William Held; Caleb Ziems; Diyi Yang (ACL (Findings), 2023)

On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. - Omar Shaikh; Hongxin Zhang 005; William Held; Michael S. Bernstein; Diyi Yang (ACL (1), 2023)

Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. - Omar Shaikh; Caleb Ziems; William Held; Aryan J. Pariani; Fred Morstatter; Diyi Yang (ACL (Findings), 2023)

Multi-VALUE: A Framework for Cross-Dialectal English NLP. - Caleb Ziems; William Held; Jingfeng Yang 001; Jwala Dhamala; Rahul Gupta 001; Diyi Yang (ACL (1), 2023)

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers. - William Held; Diyi Yang (EACL, 2023)

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules. - Yanchen Liu; William Held; Diyi Yang (EMNLP, 2023)

Task-Agnostic Low-Rank Adapters for Unseen English Dialects. - Zedian Xiao; William Held; Yanchen Liu; Diyi Yang (EMNLP, 2023)

A Material Lens on Coloniality in NLP. - William Held; Camille Harris; Michael Best; Diyi Yang (CoRR, 2023)

Perceptions of Language Technology Failures from South Asian English Speakers. - Faye Holt; William Held; Diyi Yang (ACL (Findings), 2024)

Unintended Impacts of LLM Alignment on Global Representation. - Michael J. Ryan; William Held; Diyi Yang (ACL (1), 2024)

Measuring and Addressing Indexical Bias in Information Retrieval. - Caleb Ziems; William Held; Jane Dwivedi-Yu; Diyi Yang (ACL (Findings), 2024)

Social Skill Training with Large Language Models. - Diyi Yang; Caleb Ziems; William Held; Omar Shaikh; Michael S. Bernstein; John C. Mitchell (CoRR, 2024)

Distilling an End-to-End Voice Assistant Without Instruction Training Data. - William Held; Ella Li; Michael J. Ryan; Weiyan Shi; Yanzhe Zhang; Diyi Yang (CoRR, 2024)

Can Large Language Models Transform Computational Social Science? - Caleb Ziems; William Held; Omar Shaikh; Jiaao Chen; Zhehao Zhang 001; Diyi Yang (Comput. Linguistics, 2024)

Optimizing Pretraining Data Mixtures with LLM-Estimated Utility. - William Held; Bhargavi Paranjape; Punit Singh Koura; Mike Lewis; Frank Zhang; Todor Mihaylov (CoRR, 2025)

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs. - Michael J. Ryan; Omar Shaikh; Aditri Bhagirath; Daniel Frees; William Held; Diyi Yang (CoRR, 2025)