📰 CoNLL 2021: all accepted papers

52 papers · the most cited first · ← CoNLL 2021

1. BabyBERTa: Learning More Grammar With Small-Scale Child-Directed LanguagePhilip A. Huebner, Elior Sulem, Fisher Cynthia et al.70 citations · our summary
2. Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in ColorMostafa Abdou, Artur Kulmizev, Daniel Hershcovich et al.62 citations · our summary
3. Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ↗Shauli Ravfogel, Grusha Prasad, Tal Linzen et al.50 citations
4. Empathetic Dialog Generation with Fine-Grained Intents ↗Yubo Xie, Pearl Pu28 citations
5. Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries ↗Daniel Deutsch, Dan Roth26 citations
6. Pragmatic competence of pre-trained language models through the lens of discourse connectivesLalchand Pandia, Yan Cong, Allyson Ettinger21 citations · our summary
7. Exploring Metaphoric Paraphrase Generation ↗Kevin Stowe, Nils Beck, Iryna Gurevych20 citations
8. The Low-Dimensional Linear Geometry of Contextualized Word Representations ↗Evan Hernandez, Jacob Andreas19 citations
9. Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network ↗Verna Dankers, Anna Langedijk, Kate McCurdy et al.18 citations
10. Predicting Text Readability from Scrolling Interactions ↗Sian Gooding, Yevgeni Berzak, Tony Mak et al.17 citations
11. Understanding Guided Image Captioning Performance across Domains ↗Edwin G. Ng, Bo Pang, Piyush Sharma et al.17 citations
12. “It seemed like an annoying woman”: On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents ↗Lindsey Vanderlyn, Gianna Weber, Michael Neumann et al.17 citations
13. VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering ↗Ekta Sood, Fabian Kögel, Florian Strohm et al.16 citations
14. Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training ↗Hassan Shahmohammadi, Hendrik P. A. Lensch, R. Harald Baayen15 citations
15. The Emergence of the Shape Bias Results from Communicative Efficiency ↗Eva Portelance, Michael C. Frank, Dan Jurafsky et al.15 citations
16. Automatic Error Type Annotation for ArabicRiadh Belkebir, Nizar Habash14 citations · our summary
17. Grammatical Profiling for Semantic Change Detection ↗Andrey Kutuzov, Lidia Pivovarova, Mario Giulianelli14 citations
18. Modeling the Interaction Between Perception-Based and Production-Based Learning in Children's Early Acquisition of Semantic Knowledge ↗Mitja Nikolaus, Abdellah Fourtassi14 citations
19. On Language Models for Creoles ↗Heather Lent, Emanuele Bugliarello, Miryam de Lhoneux et al.14 citations
20. Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning ↗Christos Theodoropoulos, James Henderson, Andrei Catalin Coman et al.13 citations
21. Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ↗Ori Ernst, Ori Shapira, Ramakanth Pasunuru et al.13 citations
22. A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs ↗Mareike Hartmann, Miryam de Lhoneux, Daniel Hershcovich et al.11 citations
23. NOPE: A Corpus of Naturally-Occurring Presuppositions in EnglishAlicia Parrish, Sebastian Schuster, Alex Warstadt et al.11 citations · our summary
24. Does language help generalization in vision models? ↗Benjamin Devillers, Bhavin Choksi, Romain Bielawski et al.10 citations
25. MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models ↗Qianchu Liu, Fangyu Liu, Nigel Collier et al.10 citations
26. Agree to Disagree: Analysis of Inter-Annotator Disagreements in Human Evaluation of Machine Translation Output ↗Maja Popović9 citations
27. Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models ↗Juliette Millet, Ioana Chitoran, Ewan Dunbar9 citations
28. Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution JointlyShisong Chen, Binbin Gu, Jianfeng Qu et al.9 citations · our summary
29. A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification ↗Arijit Nag, Bidisha Samanta, Animesh Mukherjee et al.8 citations
30. Analysing Human Strategies of Information Transmission as a Function of Discourse Context ↗Mario Giulianelli, Raquel Fernández8 citations
31. Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus GenerationSiddique Latif, Inyoung Kim, Ioan Calapodescu et al.8 citations · our summary
32. Learned Construction Grammars Converge Across Registers Given Increased ExposureJonathan Dunn, Harish Tayyar Madabushi8 citations · our summary
33. Commonsense Knowledge in Word Associations and ConceptNet ↗Chunhua Liu, Trevor Cohn, Lea Frermann7 citations
34. Enriching Language Models with Visually-grounded Word Vectors and the Lancaster Sensorimotor Norms ↗Casey Kennington6 citations
35. Explainable Natural Language to Bash Translation using Abstract Syntax Tree ↗Shikhar Bharadwaj, Shirish Shevade6 citations
36. “It's our fault!”: Insights Into Users' Understanding and Interaction With an Explanatory Collaborative Dialog System ↗Katharina Weitz, Lindsey Vanderlyn, Ngoc Thang Vu et al.6 citations
37. Polar Embedding ↗Ran Iwamoto, Ryosuke Kohita, Akifumi Wachi4 citations
38. Tokenization Repair in the Presence of Spelling Errors ↗Hannah Bast, Matthias Hertel, Mostafa M. Mohamed4 citations
39. A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing ↗Yang Hou, Houquan Zhou, Zhenghua Li et al.3 citations
40. Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction ↗Xia Li, Junyi He3 citations
41. Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution ↗Laura Aina, Xixian Liao, Gemma Boleda et al.3 citations
42. FAST: A carefully sampled and cognitively motivated dataset for distributional semantic evaluation ↗Stefan Evert, Gabriella Lapesa3 citations
43. Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering ↗Junxing Wang, Xinyi Li, Zhen Tan et al.3 citations
44. Dependency Induction Through the Lens of Visual Perception ↗Ruisi Su, Shruti Rijhwani, Hao Zhu et al.2 citations
45. Do pretrained transformers infer telicity like humans? ↗Yiyun Zhao, Jian Gang Ngui, Lucy Hall Hartley et al.2 citations
46. Scaffolded input promotes atomic organization in the recurrent neural network language model ↗Philip A. Huebner, Jon A. Willits2 citations
47. The Influence of Regional Pronunciation Variation on Children's Spelling and the Potential Benefits of Accent Adapted Spellcheckers ↗Emma O'Neill, Joe Kenny, Anthony Ventresque et al.2 citations
48. A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit ↗Hoyun Song, Soo Hyun Ryu, Huije Lee et al.1 citation
49. Cross-document Event Identity via Dense Annotation ↗Adithya Pratapa, Zhengzhong Liu, Kimihiro Hasegawa et al.1 citation
50. Deconstructing syntactic generalizations with minimalist grammars ↗Marina Ermolaeva
51. Negation-Instance Based Evaluation of End-to-End Negation Resolution ↗Elizaveta Sineva, Stefan Grünewald, Annemarie Friedrich et al.
52. Who's on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains ↗David Demeter, Doug Downey

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