List of Accepted Papers
What do Large Language Models Learn about Scripts?
Abhilasha Sancheti and Rachel Rudinger
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models
Gregor Betz and Kyle Richardson
Semantics-aware Attention Improves Neural Machine Translation
Aviv Slobodkin, Leshem Choshen and Omri Abend
Compositional generalization with a broad-coverage semantic parser
Pia Weißenhorn, Lucia Donatelli and Alexander Koller
AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models
Samuel Ryb, Mario Giulianelli, Arabella Sinclair and Raquel Fernández
Pairwise Representation Learning for Event Coreference
Xiaodong Yu, Wenpeng Yin and Dan Roth
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision
Alessandro Stolfo, Chris Tanner, Vikram Gupta and Mrinmaya Sachan
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers
Luis Espinosa Anke, Alexander Shvets, Alireza Mohammadshahi, James Henderson and Leo Wanner
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
Ronen Tamari, Kyle Richardson, Noam Kahlon, Aviad Sar-Shalom, Nelson F. Liu, Reut Tsarfaty and Dafna Shahaf
When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings
Elizabeth Soper and Jean-Pierre Koenig
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport
Amir Pouran Ben Veyseh and Thien Huu Nguyen
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals
Hayato Tsukagoshi, Ryohei Sasano and Koichi Takeda
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
Devansh Jain and Luis Espinosa Anke
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lense of Semantic Similarity Rating
Laura F. Zeidler, Juri Opitz and Anette Frank
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences
Mark Anderson and Jose Camacho-Collados
A Generative Approach for Mitigating Structural Biases in Natural Language Inference
Dimion Asael, Zachary Ziegler and Yonatan Belinkov
Measuring Alignment Bias in Neural Seq2seq Semantic Parsers
Davide Locatelli and Ariadna Quattoni
Improved Induction of Narrative Chains via Cross-Document Relations
Andrew Blair-Stanek and Benjamin Van Durme
DRS Parsing as Sequence Labeling
Minxing Shen and Kilian Evang
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets
Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis and Jörg Tiedemann
Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification
Ryosuke Takahashi, Ryohei Sasano and Koichi Takeda
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation
Lingyu Gao, Debanjan Ghosh and Kevin Gimpel
Pretraining on Interactions for Learning Grounded Affordance Representations
Jack Merullo, Dylan Ebert, Carsten Eickhoff and Ellie Pavlick
PropBank Comes of Age---Larger, Smarter, and more Diverse
Sameer Pradhan, Julia Bonn, Skatje Myers, Kathryn Conger, Tim O'Gorman, James Gung, Kristin Wright-Bettner and Martha Palmer
Speech acts and Communicative Intentions for Urgency Detection
Laurenti Enzo, Bourgon Nils, Farah Benamara, Mari Alda, Véronique Moriceau and Courgeon Camille
What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations
Prisca Piccirilli and Sabine Schulte im Walde
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification
Yuexin Wu and Xiaolei Huang
Event Causality Identification via Generation of Important Context Words
Hieu Man, Minh Van Nguyen and Thien Huu Nguyen
Capturing the Content of a Document through Complex Event Identification
Zheng Qi, Elior Sulem, Haoyu Wang, Xiaodong Yu, and Dan Roth
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations
Liyan Xu and Jinho D. Choi