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Douwe Kiela
Researcher at Facebook
Publications - 153
Citations - 11846
Douwe Kiela is an academic researcher from Facebook. The author has contributed to research in topics: Natural language & Computer science. The author has an hindex of 45, co-authored 152 publications receiving 8464 citations. Previous affiliations of Douwe Kiela include University of Cambridge & Katholieke Universiteit Leuven.
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What makes a good conversation? How controllable attributes affect human judgments
TL;DR: The authors examine two controllable neural text generation methods, conditional training and weighted decoding, in order to control four important attributes for chitchat dialogue: repetition, specificity, response-relatedness and question-asking.
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Emergent Communication in a Multi-Modal, Multi-Step Referential Game
TL;DR: A novel multi-modal, multi-step referential game, where the sender and receiver have access to distinct modalities of an object, and their information exchange is bidirectional and of arbitrary duration is proposed.
Proceedings ArticleDOI
Multi-Modal Representations for Improved Bilingual Lexicon Learning
TL;DR: This work is supported by ERC Consolidator Grant LEXICAL (648909) and KU Leuven Grant PDMK/14/117 and ERC Starting Grant DisCoTex (306920).
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Retrieval Augmentation Reduces Hallucination in Conversation
TL;DR: This paper explore the use of neural retrieval-in-the-loop architectures for knowledge-grounded dialogue, a task that is arguably more challenging as it requires querying based on complex multi-turn dialogue context and generating conversationally coherent responses.
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True Few-Shot Learning with Language Models
TL;DR: The authors evaluate the few-shot ability of LMs when such held-out examples are unavailable, a setting they call true fewshot learning, and they find that selection criteria often prefer models that perform significantly worse than randomly-selected ones.