Tobias Falke
13 papers · 2016–2023 · 5 venues · across top CS/AI venues
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dialog system
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spoken language understanding
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multi-document summarization
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transfer learning
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intent classification
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concept map
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multilingual nlp
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Papers
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
ACL 2023
Regression-Free Model Updates for Spoken Language Understanding
ACL 2023
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
ACL 2023
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding
EMNLP 2021
Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog Systems
EMNLP 2021
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems
COLING 2020
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances
COLING 2020
Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization
NAACL 2019
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference
ACL 2019
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
EMNLP 2017
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization
IJCNLP 2017
GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques
EMNLP 2017
Porting an Open Information Extraction System from English to German
EMNLP 2016