Publications

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. Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models. ICLR 2024, 2023.

PDF Project

. FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge. EMNLP 2023, 2023.

PDF Code Project

. Unsupervised Keyphrase Extraction via Interpretable Neural Networks. EACL 2023, 2023.

PDF Code Project Video

. Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey. EACL 2023, 2023.

PDF Project Video

. Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling. EMNLP 2022, 2022.

PDF Code Project Video

. LEXplain: Improving Model Explanations via Lexicon Supervision. SEM 2023, 2022.

PDF Project

. StructSum: Summarization via Structured Representations. EACL 2021, 2021.

PDF Code Project Video

. Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics. NAACL 2021, 2021.

PDF Code Project Video

. SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers. EMNLP 2021, 2021.

PDF Code Project Video

. DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues. ICLR 2021, 2021.

PDF Code Project Video

. Simple and Efficient ways to Improve REALM. MRQA, NAACL 2021, 2021.

PDF Project

. Investigating the Effect of Background Knowledge on Natural Questions. DeeLIO, EMNLP 2021, 2021.

PDF Code Project

. Differentiable Reasoning over a Virtual Knowledge Base. ICLR 2020, 2020.

PDF Code Project Video

. Learning to Define Terms in the Software Domain. W-NUT, EMNLP 2018, 2018.

PDF Project