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