Publications

Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations.
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arXiv, 2021.

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Span-based Semantic Parsing for Compositional Generalization.
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ACL, 2021.

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Open Domain Question Answering over Tables via Dense Retrieval.
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NAACL, 2021.

PDF Git

Improving Compositional Generalization in Semantic Parsing.
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* equal contribution. Findings of EMNLP, 2020.

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TAPAS: Weakly Supervised Table Parsing via Pre-training.
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ACL, 2020.

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Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing.
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EMNLP, 2019.

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A Summarization System for Scientific Documents.
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EMNLP, 2019.

PDF Project

TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks.
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ACL, 2019.

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Detecting Persuasive Arguments based on Author-Reader Personality Traits and their Interaction.
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UMAP, 2019.

PDF Project

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.
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* equal contribution. Best resource paper award. NAACL, 2019.

PDF Git Project

Value-based Search in Execution Space for Mapping Instructions to Programs.
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NAACL, 2019.

PDF Git

Bot2Vec: Learning Representations of Chatbots.
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*SEM, 2019.

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Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing.
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EMNLP, 2018.

PDF Git

Detecting Egregious Conversations between Customers and Virtual Agents.
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NAACL, 2018.

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On the Expression of Agent Emotions in Customer Support Dialogs in Social Media.
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IUI, 2018.

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Neural Semantic Parsing over Multiple Knowledge-bases.
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ACL, 2017.

PDF codalab

Neural response generation for customer service based on personality traits.
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Best short paper award. INLG, 2017.

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Emotion Detection from Text via Ensemble Classification Using Word Embeddings.
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ICTIR, 2017.

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EHCTool: Managing Emotional Hotspots for Conversational Agents.
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IUI, 2017.

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Classifying emotions in customer support dialogues in social media.
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SIGDIAL, 2016.

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Predicting customer satisfaction in customer support conversations in social media using affective features.
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UMAP, 2016.

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I Understand Your Frustration.
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CSCW, 2016.

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Monitoring cardiac stress using features extracted from S1 heart sounds.
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IEEE Transactions on Biomedical Engineering, 2015.

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An author-reader influence model for detecting topic-based influencers in social media.
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Hypertext, 2014.

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Mindful: A Platform for Large-Scale Affective Field Research.
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Proceedings of the 2nd ACM International Workshop on Immersive Media Experiences@ACMMM, 2014.

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A statistical approach to mining customers’ conversational data from social media.
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IBM Journal of Research and Development, 2013.

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Eventsense: Capturing the pulse of large-scale events by mining social media streams.
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PCI, 2013.

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