Abstract is missing.
- What do Large Language Models Learn about Scripts?Abhilasha Sancheti, Rachel Rudinger. 1-11 [doi]
- DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language ModelsGregor Betz, Kyle Richardson 0001. 12-27 [doi]
- Semantics-aware Attention Improves Neural Machine TranslationAviv Slobodkin, Leshem Choshen, Omri Abend. 28-43 [doi]
- Compositional generalization with a broad-coverage semantic parserPia Weißenhorn, Lucia Donatelli, Alexander Koller. 44-54 [doi]
- AnaLog: Testing Analytical and Deductive Logic Learnability in Language ModelsSamuel Ryb, Mario Giulianelli, Arabella Sinclair, Raquel Fernández. 55-68 [doi]
- Pairwise Representation Learning for Event CoreferenceXiaodong Yu, Wenpeng Yin 0001, Dan Roth. 69-78 [doi]
- A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak SupervisionAlessandro Stolfo, Chris Tanner, Vikram Gupta, Mrinmaya Sachan. 79-88 [doi]
- Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware TransformersLuis Espinosa Anke, Alexander V. Shvets, Alireza Mohammadshahi, James Henderson 0001, Leo Wanner. 89-100 [doi]
- Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarkingRonen Tamari, Kyle Richardson 0001, Noam Kahlon, Aviad Sar-Shalom, Nelson F. Liu, Reut Tsarfaty, Dafna Shahaf. 101-122 [doi]
- When Polysemy Matters: Modeling Semantic Categorization with Word EmbeddingsElizabeth Soper, Jean-Pierre Koenig. 123-131 [doi]
- Word-Label Alignment for Event Detection: A New Perspective via Optimal TransportAmir Pouran Ben Veyseh, Thien Huu Nguyen. 132-138 [doi]
- Comparison and Combination of Sentence Embeddings Derived from Different Supervision SignalsHayato Tsukagoshi, Ryohei Sasano, Koichi Takeda 0003. 139-150 [doi]
- Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy InductionDevansh Jain, Luis Espinosa Anke. 151-156 [doi]
- A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation - through the Lens of Semantic Similarity RatingLaura Zeidler, Juri Opitz, Anette Frank. 157-172 [doi]
- Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrencesMark Anderson, José Camacho-Collados. 173-185 [doi]
- A Generative Approach for Mitigating Structural Biases in Natural Language InferenceDimion Asael, Zachary M. Ziegler, Yonatan Belinkov. 186-199 [doi]
- Measuring Alignment Bias in Neural Seq2seq Semantic ParsersDavide Locatelli, Ariadna Quattoni. 200-207 [doi]
- Improved Induction of Narrative Chains via Cross-Document RelationsAndrew Blair-Stanek, Benjamin Van Durme. 208-212 [doi]
- DRS Parsing as Sequence LabelingMinxing Shen, Kilian Evang. 213-225 [doi]
- How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasetsAarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann. 226-233 [doi]
- Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token ClassificationRyosuke Takahashi, Ryohei Sasano, Koichi Takeda 0003. 234-239 [doi]
- "What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question GenerationLingyu Gao, Debanjan Ghosh, Kevin Gimpel. 240-257 [doi]
- Pretraining on Interactions for Learning Grounded Affordance RepresentationsJack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick. 258-277 [doi]
- PropBank Comes of Age - Larger, Smarter, and more DiverseSameer Pradhan, Julia Bonn, Skatje Myers, Kathryn Conger, Tim O'Gorman, James Gung, Kristin Wright-Bettner, Martha Palmer. 278-288 [doi]
- Speech acts and Communicative Intentions for Urgency DetectionLaurenti Enzo, Bourgon Nils, Farah Benamara, Alda Mari, Véronique Moriceau, Courgeon Camille. 289-298 [doi]
- What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word RepresentationsPrisca Piccirilli, Sabine Schulte im Walde. 299-310 [doi]
- Unsupervised Reinforcement Adaptation for Class-Imbalanced Text ClassificationYuexin Wu, Xiaolei Huang. 311-322 [doi]
- Event Causality Identification via Generation of Important Context WordsHieu Man, Minh Nguyen, Thien Nguyen. 323-330 [doi]
- Capturing the Content of a Document through Complex Event IdentificationZheng Qi, Elior Sulem, Haoyu Wang, Xiaodong Yu, Dan Roth. 331-340 [doi]
- Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time ConversationsLiyan Xu, Jinho D. Choi. 341-347 [doi]