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07/13/2023
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations
Applications that could benefit from automatic understanding of human-hu...
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06/02/2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
Language models (LMs) often exhibit undesirable text generation behavior...
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07/02/2022
INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions
In an information-seeking conversation, a user converses with an agent t...
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12/16/2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning
For open-domain conversational question answering (CQA), it is important...
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09/10/2021
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization
Identifying relevant knowledge to be used in conversational systems that...
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06/14/2021
Automatic Document Sketching: Generating Drafts from Analogous Texts
The advent of large pre-trained language models has made it possible to ...
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09/19/2020
Extracting Summary Knowledge Graphs from Long Documents
Knowledge graphs capture entities and relations from long documents and ...
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05/01/2020
A Controllable Model of Grounded Response Generation
Current end-to-end neural conversation models inherently lack the flexib...
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10/17/2019
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
Taxonomies are of great value to many knowledge-rich applications. As th...
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10/17/2019
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
Corpus-based set expansion (i.e., finding the "complete" set of entities...
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10/30/2017
Indirect Supervision for Relation Extraction using Question-Answer Pairs
Automatic relation extraction (RE) for types of interest is of great imp...
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10/27/2016