Title
Exploring Mode Connectivity for Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yujia Qin Cheng Qian Jing Yi Weize Chen Yankai Lin Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 198 26 0 25 Oct 2022
Controlled Text ReductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 172 11 0 24 Oct 2022
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative CorrelativeConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Leonie Weissweiler Valentin Hofmann Abdullatif Köksal Hinrich Schütze 155 42 0 24 Oct 2022
Structural generalization is hard for sequence-to-sequence modelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yuekun Yao Alexander Koller 131 26 0 24 Oct 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Changlong Yu Tianyi Xiao Lingpeng Kong Yangqiu Song Wilfred Ng 133 3 0 24 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 232 88 0 22 Oct 2022
Probing with Noise: Unpicking the Warp and Weft of EmbeddingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 Filip Klubicka John D. Kelleher 173 4 0 21 Oct 2022
Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion PlatformsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ella Rabinovich Boaz Carmeli 149 1 0 21 Oct 2022
SLING: Sino Linguistic Evaluation of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yixiao Song Kalpesh Krishna R. Bhatt Mohit Iyyer 195 14 0 21 Oct 2022
Automatic Document Selection for Efficient Encoder PretrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yukun Feng Patrick Xia Benjamin Van Durme João Sedoc 217 13 0 20 Oct 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment InformationBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 I. Nejadgholi Esma Balkir Kathleen C. Fraser S. Kiritchenko 178 5 0 19 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future DirectionsACM Computing Surveys (ACM CSUR), 2022 Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 280 10 0 18 Oct 2022
Transparency Helps Reveal When Language Models Learn MeaningTransactions of the Association for Computational Linguistics (TACL), 2022 Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 307 11 0 14 Oct 2022
On the Explainability of Natural Language Processing Deep ModelsACM Computing Surveys (ACM CSUR), 2022 Julia El Zini M. Awad 228 109 0 13 Oct 2022
Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment César González-Gutiérrez Audi Primadhanty Francesco Cazzaro A. Quattoni 122 0 0 11 Oct 2022
"No, they did not": Dialogue response dynamics in pre-trained language modelsInternational Conference on Computational Linguistics (COLING), 2022 Sanghee Kim Lang-Chi Yu Allyson Ettinger 136 1 0 05 Oct 2022
Evaluation of taxonomic and neural embedding methods for calculating semantic similarityNatural Language Engineering (NLE), 2021 Dongqiang Yang Yanqin Yin 240 3 0 30 Sep 2022
Towards Faithful Model Explanation in NLP: A SurveyComputational Linguistics (CL), 2022 Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 458 163 0 22 Sep 2022
Negation, Coordination, and Quantifiers in Contextualized Language ModelsInternational Conference on Computational Linguistics (COLING), 2022 A. Kalouli Rita Sevastjanova C. Beck Maribel Romero 199 14 0 16 Sep 2022
DECK: Behavioral Tests to Improve Interpretability and Generalizability of BERT Models Detecting Depression from Text Jekaterina Novikova Ksenia Shkaruta AI4MH 136 6 0 12 Sep 2022
Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation AnalysisBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 Pangbo Ban Yifan Jiang Tianran Liu Shane Steinert-Threlkeld 192 4 0 11 Sep 2022
On the Effectiveness of Compact Biomedical Transformers Omid Rohanian Mohammadmahdi Nouriborji Samaneh Kouchaki David Clifton MedIm 217 38 0 07 Sep 2022
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 156 0 0 01 Sep 2022
Combating high variance in Data-Scarce Implicit Hate Speech ClassificationIEEE Region 10 Conference (TENCON), 2022 Debaditya Pal Kaustubh Chaudhari Harsh Sharma 96 2 0 29 Aug 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word EmbeddingsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Yile Wang Yue Zhang 150 6 0 20 Aug 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 229 134 0 17 Aug 2022
Unit Testing for Concepts in Neural NetworksTransactions of the Association for Computational Linguistics (TACL), 2022 Charles Lovering Ellie Pavlick 188 30 0 28 Jul 2022
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries G. Ngo Minh Le Nguyen Nancy F. Chen M. Sabuncu MedIm 94 8 0 24 Jul 2022
Pretraining on Interactions for Learning Grounded Affordance Representations Jack Merullo Dylan Ebert Carsten Eickhoff Ellie Pavlick 187 5 0 05 Jul 2022
Probing via PromptingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jiaoda Li Robert Bamler Mrinmaya Sachan 235 14 0 04 Jul 2022
Is neural language acquisition similar to natural? A chronological probing studyComputational Linguistics and Intellectual Technologies (CLIT), 2022 E. Voloshina O. Serikov Tatiana Shavrina 219 4 0 01 Jul 2022
A Unified Understanding of Deep NLP Models for Text ClassificationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 115 36 0 19 Jun 2022
AnyMorph: Learning Transferable Polices By Inferring Agent MorphologyInternational Conference on Machine Learning (ICML), 2022 Brandon Trabucco Mariano Phielipp Glen Berseth 150 35 0 17 Jun 2022
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings Yi Liang 197 0 0 13 Jun 2022
Sort by Structure: Language Model Ranking as Dependency ProbingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Max Müller-Eberstein Rob van der Goot Barbara Plank 202 3 0 10 Jun 2022
Abstraction not Memory: BERT and the English Article SystemNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Harish Tayyar Madabushi Dagmar Divjak P. Milin 95 5 0 08 Jun 2022
Latent Topology Induction for Understanding Contextualized Representations Yao Fu Mirella Lapata BDL 680 7 0 03 Jun 2022
Garden-Path Traversal in GPT-2BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022 William Jurayj William Rudman Carsten Eickhoff 82 6 0 24 May 2022
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig HarrisNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Mikael Brunila J. LaViolette 230 23 0 16 May 2022
Discovering Latent Concepts Learned in BERTInternational Conference on Learning Representations (ICLR), 2022 Fahim Dalvi A. Khan Firoj Alam Nadir Durrani Jia Xu Hassan Sajjad SSL 148 67 0 15 May 2022
Improving Contextual Representation with Gloss Regularized Pre-training Yu Lin Zhecheng An Peihao Wu Zejun Ma 274 5 0 13 May 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Junyi Li Tianyi Tang Zheng Gong Lixin Yang Zhuohao Yu Zhongfu Chen Jingyuan Wang Wayne Xin Zhao Ji-Rong Wen LM&MA ELM 77 8 0 03 May 2022
Probing for the Usage of Grammatical NumberAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Karim Lasri Tiago Pimentel Alessandro Lenci Thierry Poibeau Robert Bamler 282 64 0 19 Apr 2022
Probing Script Knowledge from Pre-Trained Models Zijian Jin Xingyu Zhang Mo Yu Lifu Huang 151 5 0 16 Apr 2022
On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BARTInternational Conference on Computational Linguistics (COLING), 2022 Zebin Ou Meishan Zhang Yue Zhang 129 3 0 15 Apr 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language UnderstandingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zeming Chen Qiyue Gao ELM 237 5 0 13 Apr 2022
Probing for Constituency Structure in Neural Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 David Arps Younes Samih Laura Kallmeyer Hassan Sajjad 160 18 0 13 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 280 208 0 12 Apr 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is StructuredNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Alexander Henlein Alexander Mehler 86 6 0 12 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 160 3 0 11 Apr 2022