Learning to Identify Review Spam. - Fangtao Li; Minlie Huang; Yi Yang 038; Xiaoyan Zhu 001 (IJCAI, 2011)

Quality-biased Ranking of Short Texts in Microblogging Services. - Minlie Huang; Yi Yang 038; Xiaoyan Zhu 001 (IJCNLP, 2011)

A Log-Linear Model for Unsupervised Text Normalization. - Yi Yang 038; Jacob Eisenstein (EMNLP, 2013)

Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout. - Yi Yang 038; Jacob Eisenstein (ACL (2), 2014)

S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking. - Yi Yang 038; Ming-Wei Chang (ACL (1), 2015)

WikiQA: A Challenge Dataset for Open-Domain Question Answering. - Yi Yang 038; Wen-tau Yih; Christopher Meek (EMNLP, 2015)

Unsupervised Multi-Domain Adaptation with Feature Embeddings. - Yi Yang 038; Jacob Eisenstein (HLT-NAACL, 2015)

Unsupervised Domain Adaptation with Feature Embeddings. - Yi Yang 038; Jacob Eisenstein (ICLR (Workshop), 2015)

Putting Things in Context: Community-specific Embedding Projections for Sentiment Analysis. - Yi Yang 038; Jacob Eisenstein (CoRR, 2015)

Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities. - Yi Yang 038; Ming-Wei Chang; Jacob Eisenstein (EMNLP, 2016)

Part-of-Speech Tagging for Historical English. - Yi Yang 038; Jacob Eisenstein (HLT-NAACL, 2016)

Overcoming Language Variation in Sentiment Analysis with Social Attention. - Yi Yang 038; Jacob Eisenstein (Trans. Assoc. Comput. Linguistics, 2017)

Convolutional Neural Networks with Recurrent Neural Filters. - Yi Yang 038 (EMNLP, 2018)

A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition. - Ravneet Arora; Chen-Tse Tsai; Ketevan Tsereteli; Prabhanjan Kambadur; Yi Yang 038 (ACL (1), 2019)

Syntax-Infused Variational Autoencoder for Text Generation. - Xinyuan Zhang 001; Yi Yang 038; Siyang Yuan; Dinghan Shen; Lawrence Carin (ACL (1), 2019)

Dialog Intent Induction with Deep Multi-View Clustering. - Hugh Perkins; Yi Yang 038 (EMNLP/IJCNLP (1), 2019)

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning. - Yi Yang 038; Arzoo Katiyar (EMNLP (1), 2020)

One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets. - Keunwoo Peter Yu; Yi Yang 038 (CoRR, 2020)

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes. - James Mullenbach; Yada Pruksachatkun; Sean Adler; Jennifer Seale; Jordan Swartz; T. Greg McKelvey; Hui Dai; Yi Yang 038; David A. Sontag (ACL/IJCNLP (1), 2021)

Fast and Accurate Factual Inconsistency Detection Over Long Documents. - Barrett Martin Lattimer; Patrick Chen; Xinyuan Zhang 001; Yi Yang 038 (EMNLP, 2023)

Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses. - Dongxu Zhang; Varun Gangal; Barrett Martin Lattimer; Yi Yang 038 (ACL (Findings), 2024)

Sparse Rewards Can Self-Train Dialogue Agents. - Barrett Martin Lattimer; Varun Prashant Gangal; Ryan McDonald; Yi Yang 038 (ACL (Findings), 2025)