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01/23/2023
Efficient Encoders for Streaming Sequence Tagging
A naive application of state-of-the-art bidirectional encoders for strea...
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11/14/2022
CST5: Data Augmentation for Code-Switched Semantic Parsing
Extending semantic parsers to code-switched input has been a challenging...
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08/29/2022
Streaming Intended Query Detection using E2E Modeling for Continued Conversation
In voice-enabled applications, a predetermined hotword isusually used to...
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03/01/2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Understanding tables is an important aspect of natural language understa...
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06/08/2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog
Everyday conversations require understanding everyday events, which in t...
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06/08/2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering
Disfluencies is an under-studied topic in NLP, even though it is ubiquit...
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09/24/2019
Attention Interpretability Across NLP Tasks
The attention layer in a neural network model provides insights into the...
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09/20/2018
Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages
Generating the English transliteration of a name written in a foreign sc...
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09/20/2018
Joint Multilingual Supervision for Cross-lingual Entity Linking
Cross-lingual Entity Linking (XEL) aims to ground entity mentions writte...
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03/30/2018
Robust Cross-lingual Hypernymy Detection using Dependency Context
Cross-lingual Hypernymy Detection involves determining if a word in one ...
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06/25/2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Word embeddings, which represent a word as a point in a vector space, ha...
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04/01/2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison
Despite interest in using cross-lingual knowledge to learn word embeddin...
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09/23/2015
IllinoisSL: A JAVA Library for Structured Prediction
IllinoisSL is a Java library for learning structured prediction models. ...
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06/08/2015