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06/18/2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
With the growing interest in large language models, the need for evaluat...
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05/02/2023
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
Applying language models to natural language processing tasks typically ...
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01/03/2023
Semi-Structured Object Sequence Encoders
In this paper we explore the task of modeling (semi) structured object s...
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03/29/2022
Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization
Many organizations require their customer-care agents to manually summar...
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11/23/2021
TWEETSUMM – A Dialog Summarization Dataset for Customer Service
In a typical customer service chat scenario, customers contact a support...
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06/07/2021
Summary Grounded Conversation Generation
Many conversation datasets have been constructed in the recent years usi...
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04/09/2021
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
Explaining neural network models is important for increasing their trust...
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11/12/2020
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
We introduce doc2dial, a new dataset of goal-oriented dialogues that are...
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11/12/2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9
This paper introduces the Ninth Dialog System Technology Challenge (DSTC...
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10/05/2020
Conversational Document Prediction to Assist Customer Care Agents
A frequent pattern in customer care conversations is the agents respondi...
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11/14/2019
The Eighth Dialog System Technology Challenge
This paper introduces the Eighth Dialog System Technology Challenge. In ...
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11/05/2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
Textual entailment is a fundamental task in natural language processing....
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01/11/2019
Dialog System Technology Challenge 7
This paper introduces the Seventh Dialog System Technology Challenges (D...
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10/25/2018