Papers
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models
Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz
What changed? Investigating Debiasing Methods using Causal Mediation Analysis
Sullam Jeoung, Jana Diesner
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris
Mikael Brunila, Jack LaViolette
What do Large Language Models Learn about Scripts?
Abhilasha Sancheti, Rachel Rudinger
What do tokens know about their characters and how do they know it?
Ayush Kaushal, Kyle Mahowald
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured
Alexander Henlein, Alexander Mehler
What Do Users Care About? Detecting Actionable Insights from User Feedback
Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen McKeown et al.
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
Betty Van Aken, Sebastian Herrmann, Alexander Löser
What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations
Prisca Piccirilli, Sabine Schulte Im Walde
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review
Terne Thorn Jakobsen, Anna Rogers
What kinds of errors do reference resolution models make and what can we learn from them?
Jorge Sánchez, Mauricio Mazuecos, Hernán Maina et al.
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research
Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke
“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation
Lingyu Gao, Debanjan Ghosh, Kevin Gimpel
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it
Sebastian Schuster, Tal Linzen
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?
Zhuoyuan Mao, Chenhui Chu, Raj Dabre et al.
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
Mycal Tucker, Tiwalayo Eisape, Peng Qian et al.
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer
Ameet Deshpande, Partha Talukdar, Karthik Narasimhan
When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings
Elizabeth Soper, Jean-pierre Koenig
White-box Testing of NLP models with Mask Neuron Coverage
Arshdeep Sekhon, Yangfeng Ji, Matthew Dwyer et al.
Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT
Jaimeen Ahn, Hwaran Lee, Jinhwa Kim et al.
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks
Bradley Hauer, Grzegorz Kondrak
Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity
Nikhil Goel, Ranjith Reddy Bommidi
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport
Amir Pouran Ben Veyseh, Thien Nguyen
Word-level Morpheme segmentation using Transformer neural network
Tsolmon Zundi, Chinbat Avaajargal