Abstract is missing.
- Improving Cross-lingual Text Classification with Zero-shot Instance-WeightingIrene Li, Prithviraj Sen, Huaiyu Zhu 0001, Yunyao Li, Dragomir R. Radev. 1-7 [doi]
- Probing Multilingual Language Models for DiscourseMurathan Kurfali, Robert Östling. 8-19 [doi]
- Comprehension Based Question Answering using Bloom's TaxonomyPritish Sahu, Michael Cogswell, Ajay Divakaran, Sara Rutherford-Quach. 20-28 [doi]
- Larger-Scale Transformers for Multilingual Masked Language ModelingNaman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau. 29-33 [doi]
- Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational AutoencodersVictor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier. 34-46 [doi]
- Temporal-aware Language Representation Learning From Crowdsourced LabelsYang Hao, Xiao Zhai, Wenbiao Ding, Zitao Liu 0001. 47-56 [doi]
- Structure-aware Sentence Encoder in Bert-Based Siamese NetworkQiwei Peng 0002, David J. Weir, Julie Weeds. 57-63 [doi]
- Preserving Cross-Linguality of Pre-trained Models via Continual LearningZihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung. 64-71 [doi]
- Text Style Transfer: Leveraging a Style Classifier on Entangled Latent RepresentationsXiaoyan Li, Sun Sun, Yunli Wang. 72-82 [doi]
- Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational AssumptionsDamai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Tianyu Liu 0001, Zhifang Sui, Baobao Chang. 83-89 [doi]
- Revisiting Pretraining with AdaptersSeungwon Kim, Alex Shum, Nathan Susanj, Jonathan Hilgart. 90-99 [doi]
- Knodle: Modular Weakly Supervised Learning with PyTorchAnastasiia Sedova, Andreas Stephan, Marina Speranskaya, Benjamin Roth 0001. 100-111 [doi]
- X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic ParsingZihan Liu, Genta Indra Winata, Peng Xu 0008, Pascale Fung. 112-127 [doi]
- Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic DatasetsLan Zhang, Victor Prokhorov, Ehsan Shareghi. 128-140 [doi]
- Learn The Big Picture: Representation Learning for ClusteringSumanta Kashyapi, Laura Dietz. 141-151 [doi]
- Probing Cross-Modal Representations in Multi-Step Relational ReasoningIuliia Parfenova, Desmond Elliott, Raquel Fernández, Sandro Pezzelle. 152-162 [doi]
- In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense RetrievalSheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin. 163-173 [doi]
- NPVec1: Word Embeddings for Nepali - Construction and EvaluationPravesh Koirala, Nobal B. Niraula. 174-184 [doi]
- Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention SelectionYixiao Wang, Zied Bouraoui, Luis Espinosa Anke, Steven Schockaert. 185-194 [doi]
- Zero-shot Sequence Labeling for Transformer-based Sentence ClassifiersKamil Bujel, Helen Yannakoudakis, Marek Rei. 195-205 [doi]
- Predicting the Success of Domain Adaptation in Text SimilarityNick Pogrebnyakov, Shohreh Shaghaghian. 206-212 [doi]
- Syntagmatic Word Embeddings for Unsupervised Learning of Selectional PreferencesRenjith P. Ravindran, Akshay Badola, Kavi Narayana Murthy. 213-222 [doi]
- Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality EstimationAbiola Obamuyide, Marina Fomicheva, Lucia Specia. 223-230 [doi]
- Knowledge Informed Semantic Parsing for Conversational Question AnsweringRaghuveer Thirukovalluru, Mukund Sridhar, Dung Thai, Shruti Chanumolu, Nicholas Monath, Sankaranarayanan Ananthakrishnan, Andrew McCallum. 231-240 [doi]
- Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text RepresentationsDung Thai, Raghuveer Thirukovalluru, Trapit Bansal, Andrew McCallum. 241-247 [doi]
- Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) EmbeddingsJacob Turton, Robert Elliott Smith, David P. Vinson. 248-262 [doi]
- Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language ModelsMatteo Alleman, Jonathan Mamou, Miguel A. Del Rio, Hanlin Tang, Yoon Kim, SueYeon Chung. 263-276 [doi]
- Box-To-Box Transformations for Modeling Joint HierarchiesShib Sankar Dasgupta, Xiang Lorraine Li, Michael Boratko, Dongxu Zhang, Andrew McCallum. 277-288 [doi]
- An Overview of Uncertainty Calibration for Text Classification and the Role of DistillationHan Guo, Ramakanth Pasunuru, Mohit Bansal. 289-306 [doi]
- Entity and Evidence Guided Document-Level Relation ExtractionKevin Huang 0002, Peng Qi 0003, Guangtao Wang, Tengyu Ma 0001, Jing Huang 0019. 307-315 [doi]
- Scaling Deep Contrastive Learning Batch Size under Memory Limited SetupLuyu Gao, Yunyi Zhang, Jiawei Han 0001, Jamie Callan. 316-321 [doi]
- Direction is what you need: Improving Word Embedding Compression in Large Language ModelsKlaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer. 322-330 [doi]