Anders Søgaard

research

∙ 06/20/2022

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold

The prototypical NLP experiment trains a standard architecture on labele...

Sebastian Ruder, et al. ∙

research

∙ 06/09/2022

Ancestor-to-Creole Transfer is Not a Walk in the Park

We aim to learn language models for Creole languages for which large vol...

Heather Lent, et al. ∙

research

∙ 06/01/2022

What a Creole Wants, What a Creole Needs

In recent years, the natural language processing (NLP) community has giv...

Heather Lent, et al. ∙

research

∙ 05/06/2022

QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning

Synthetic datasets have successfully been used to probe visual question-...

Zechen Li, et al. ∙

research

∙ 04/22/2022

Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks

Logical approaches to representing language have developed and evaluated...

Ruixiang Cui, et al. ∙

research

∙ 03/22/2022

Factual Consistency of Multilingual Pretrained Language Models

Pretrained language models can be queried for factual knowledge, with po...

Constanza Fierro, et al. ∙

research

∙ 03/21/2022

Word Order Does Matter (And Shuffled Language Models Know It)

Recent studies have shown that language models pretrained and/or fine-tu...

Vinit Ravishankar, et al. ∙

research

∙ 03/18/2022

Challenges and Strategies in Cross-Cultural NLP

Various efforts in the Natural Language Processing (NLP) community have ...

Daniel Hershcovich, et al. ∙

research

∙ 03/16/2022

Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning

Large multilingual pretrained language models such as mBERT and XLM-RoBE...

Miryam de Lhoneux, et al. ∙

research

∙ 03/15/2022

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

In document classification for, e.g., legal and biomedical text, we ofte...

Ilias Chalkidis, et al. ∙

research

∙ 03/14/2022

FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing

We present a benchmark suite of four datasets for evaluating the fairnes...

Ilias Chalkidis, et al. ∙

research

∙ 03/05/2022

The Impact of Differential Privacy on Group Disparity Mitigation

The performance cost of differential privacy has, for some applications,...

Victor Petrén Bach Hansen, et al. ∙

research

∙ 02/24/2022

Exploring the Unfairness of DP-SGD Across Settings

End users and regulators require private and fair artificial intelligenc...

Frederik Noe, et al. ∙

research

∙ 11/29/2021

Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?

Spoken language understanding (SLU) tasks are usually solved by first tr...

Lasse Borgholt, et al. ∙

research

∙ 11/08/2021

Revisiting Methods for Finding Influential Examples

Several instance-based explainability methods for finding influential tr...

Karthikeyan K, et al. ∙

research

∙ 10/11/2021

Dynamic Forecasting of Conversation Derailment

Online conversations can sometimes take a turn for the worse, either due...

Yova Kementchedjhieva, et al. ∙

research

∙ 10/08/2021

Evaluation of Summarization Systems across Gender, Age, and Race

Summarization systems are ultimately evaluated by human annotators and r...

Anna Jørgensen, et al. ∙

research

∙ 09/16/2021

Do Language Models Know the Way to Rome?

The global geometry of language models is important for a range of appli...

Bastien Liétard, et al. ∙

research

∙ 09/13/2021

Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color

Pretrained language models have been shown to encode relational informat...

Mostafa Abdou, et al. ∙

research

∙ 09/13/2021

On Language Models for Creoles

Creole languages such as Nigerian Pidgin English and Haitian Creole are ...

Heather Lent, et al. ∙

research

∙ 09/11/2021

The Impact of Positional Encodings on Multilingual Compression

In order to preserve word-order information in a non-autoregressive sett...

Vinit Ravishankar, et al. ∙

research

∙ 06/29/2021

On the Interaction of Belief Bias and Explanations

A myriad of explainability methods have been proposed in recent years, b...

Ana Valeria Gonzalez, et al. ∙

research

∙ 06/06/2021

Itihasa: A large-scale corpus for Sanskrit to English translation

This work introduces Itihasa, a large-scale translation dataset containi...

Rahul Aralikatte, et al. ∙

research

∙ 06/02/2021

John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs

Some interpersonal verbs can implicitly attribute causality to either th...

Yova Kementchedjhieva, et al. ∙

research

∙ 06/02/2021

Minimax and Neyman-Pearson Meta-Learning for Outlier Languages

Model-agnostic meta-learning (MAML) has been recently put forth as a str...

Edoardo Maria Ponti, et al. ∙

research

∙ 06/01/2021

Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance

Søgaard (2020) obtained results suggesting the fraction of trees occurri...

Mark Anderson, et al. ∙

research

∙ 02/17/2021

Do End-to-End Speech Recognition Models Care About Context?

The two most common paradigms for end-to-end speech recognition are conn...

Lasse Borgholt, et al. ∙

research

∙ 01/29/2021

Does injecting linguistic structure into language models lead to better alignment with brain recordings?

Neuroscientists evaluate deep neural networks for natural language proce...

Mostafa Abdou, et al. ∙

research

∙ 01/26/2021

Attention Can Reflect Syntactic Structure (If You Let It)

Since the popularization of the Transformer as a general-purpose feature...

Vinit Ravishankar, et al. ∙

research

∙ 10/15/2020

Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses

Evaluation of grammatical error correction (GEC) systems has primarily f...

Simon Flachs, et al. ∙

research

∙ 10/12/2020

Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards

Coreference resolution and semantic role labeling are NLP tasks that cap...

Rahul Aralikatte, et al. ∙

research

∙ 09/24/2020

Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias

The one-sided focus on English in previous studies of gender bias in NLP...

Ana Valeria Gonzalez, et al. ∙

research

∙ 09/23/2020

Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer

Multi-task transfer learning based on pre-trained language encoders achi...

Sheng Zhang, et al. ∙

research

∙ 05/04/2020

The Sensitivity of Language Models and Humans to Winograd Schema Perturbations

Large-scale pretrained language models are the major driving force behin...

Mostafa Abdou, et al. ∙

research

∙ 05/01/2020

We Need to Talk About Random Splits

Gorman and Bedrick (2019) recently argued for using random splits rather...

Anders Søgaard, et al. ∙

research

∙ 04/28/2020

Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages

Part-of-speech (POS) taggers for low-resource languages which are exclus...

Katharina Kann, et al. ∙

research

∙ 04/08/2020

Are All Good Word Vector Spaces Isomorphic?

Existing algorithms for aligning cross-lingual word vector spaces assume...

Ivan Vulić, et al. ∙

research

∙ 02/05/2020

Parsing as Pretraining

Recent analyses suggest that encoders pretrained for language modeling c...

David Vilares, et al. ∙

research

∙ 11/21/2019

What Do You Mean `Why?': Resolving Sluices in Conversations

In conversation, we often ask one-word questions such as `Why?' or `Who?...

Victor Petrén Bach Hansen, et al. ∙

research

∙ 09/30/2019

Retrieval-based Goal-Oriented Dialogue Generation

Most research on dialogue has focused either on dialogue generation for ...

Ana Valeria Gonzalez, et al. ∙

research

∙ 09/16/2019

Domain Transfer in Dialogue Systems without Turn-Level Supervision

Task oriented dialogue systems rely heavily on specialized dialogue stat...

Joachim Bingel, et al. ∙

research

∙ 09/12/2019

Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction

The task of bilingual dictionary induction (BDI) is commonly used for in...

Yova Kementchedjhieva, et al. ∙

research

∙ 09/06/2019

A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages

Parsers are available for only a handful of the world's languages, since...

Clara Vania, et al. ∙

research

∙ 09/05/2019

Rewarding Coreference Resolvers for Being Consistent with World Knowledge

Unresolved coreference is a bottleneck for relation extraction, and high...

Rahul Aralikatte, et al. ∙

research

∙ 09/01/2019

Higher-order Comparisons of Sentence Encoder Representations

Representational Similarity Analysis (RSA) is a technique developed by n...

Mostafa Abdou, et al. ∙

research

∙ 08/29/2019

Ellipsis and Coreference Resolution as Question Answering

Coreference and many forms of ellipsis are similar to reading comprehens...

Rahul Aralikatte, et al. ∙

research

∙ 08/14/2019

X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension

Although the vast majority of knowledge bases KBs are heavily biased tow...

Mostafa Abdou, et al. ∙

research

∙ 08/14/2019

X-WikiRE: A Large, Multilingual Resource for Relation Extraction asMachine Comprehension

Although the vast majority of knowledge bases KBs are heavily biased tow...

Mostafa Abdou, et al. ∙

research

∙ 06/25/2019

Model-based annotation of coreference

Humans do not make inferences over texts, but over models of what texts ...

Rahul Aralikatte, et al. ∙

research

∙ 06/04/2019

Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies

In Semantic Dependency Parsing (SDP), semantic relations form directed a...

Shuhei Kurita, et al. ∙

Anders Søgaard

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