Tobias Falke
13 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (7)
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Conference Polyglot
(5)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(7)
💎
Century Club
(13)
📈
Trend Setter
🗃️
Keyword Collector
(65)
Conferences
EMNLP (5)
ACL (4)
COLING (2)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
dialog system
(4)
spoken language understanding
(3)
multi-document summarization
(3)
transfer learning
(2)
paraphrase generation
(2)
intent classification
(2)
concept map
(2)
slot labeling
(2)
data augmentation
(2)
knowledge distillation
(1)
model pretraining
(1)
summarization evaluation
(1)
policy learning
(1)
coreference resolution
(1)
fact verification
(1)
reinforcement learning
(1)
corpus creation
(1)
text representation
(1)
natural language understanding
(1)
multilingual nlp
(1)
Papers
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
ACL 2023
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
ACL 2023
Regression-Free Model Updates for 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
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference
ACL 2019
Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization
NAACL 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