Table of Contents

• CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language UnderstandingZhuoran Jin, Tianyi Men, Hongbang Yuan, Yuyang Zhou, Pengfei Cao, Yubo Chen 0001, Zhipeng Xue, Kang Liu 0001, Jun Zhao 0001. 1-11 [doi]
• LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language ModelsMor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg. 12-21 [doi]
• EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language ProcessingChengyu Wang 0001, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li, Jianing Wang, Ming Wang, Jun Huang 0007, Wei Lin 0016. 22-29 [doi]
• An Explainable Toolbox for Evaluating Pre-trained Vision-Language ModelsTiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, XiaoPeng Lu, Jianwei Yin. 30-37 [doi]
• TweetNLP: Cutting-Edge Natural Language Processing for Social MediaJosé Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa Anke, Fangyu Liu, Eugenio Martínez-Cámara. 38-49 [doi]
• JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMTMayumi Ohta, Julia Kreutzer, Stefan Riezler. 50-59 [doi]
• FairLib: A Unified Framework for Assessing and Improving FairnessXudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn. 60-71 [doi]
• ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis ToolHannah Bast, Matthias Hertel, Natalie Prange. 72-79 [doi]
• A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question AnsweringMatthew Maufe, James Ravenscroft, Rob Procter, Maria Liakata. 80-97 [doi]
• DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base PopulationNingyu Zhang 0001, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie 0006, Xiang Chen 0016, Zhoubo Li, Lei Li 0040. 98-108 [doi]
• AnEMIC: A Framework for Benchmarking ICD Coding ModelsJuyong Kim 0002, Abheesht Sharma, Suhas Shanbhogue, Jeremy C. Weiss, Pradeep Ravikumar. 109-120 [doi]
• SPEAR : Semi-supervised Data Programming in PythonGuttu Sai Abhishek, Harshad Ingole, Parth Laturia, Vineeth Dorna, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh K. Iyer. 121-127 [doi]
• Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model MeasurementsLeandro von Werra, Lewis Tunstall, Abhishek Thakur, Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo. 128-136 [doi]
• KeywordScape: Visual Document Exploration using Contextualized Keyword EmbeddingsHenrik Voigt, Monique Meuschke, Sina Zarrieß, Kai Lawonn. 137-147 [doi]
• MedConQA: Medical Conversational Question Answering System based on Knowledge GraphsFei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu 0001, Bin Sun 0001, Shutao Li, Jun Zhao 0001. 148-158 [doi]
• Label Sleuth: From Unlabeled Text to a Classifier in a Few HoursEyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang. 159-168 [doi]
• AGReE: A system for generating Automated Grammar Reading ExercisesSophia Chan, Swapna Somasundaran, Debanjan Ghosh, Mengxuan Zhao. 169-177 [doi]
• BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog SystemsGuangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi. 178-190 [doi]
• DeepGen: Diverse Search Ad Generation and Real-Time CustomizationKonstantin Golobokov, Junyi Chai 0003, Victor Ye Dong, Mandy Gu, Bingyu Chi, Jie Cao, Yulan Yan, Yi Liu. 191-199 [doi]
• ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific ConceptsSonia K. Murthy, Kyle Lo, Daniel King, Chandra Bhagavatula, Bailey Kuehl, Sophie Johnson, Jonathan Borchardt, Daniel S. Weld, Tom Hope, Doug Downey. 200-213 [doi]
• Automatic Comment Generation for Chinese Student Narrative EssaysZhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian, Minlie Huang. 214-223 [doi]
• MIC: A Multi-task Interactive Curation ToolShi Yu, Mingfeng Yang, Jerrod Parker, Stephen Brock. 224-231 [doi]
• SUMMARY WORKBENCH: Unifying Application and Evaluation of Text Summarization ModelsShahbaz Syed, Dominik Schwabe, Martin Potthast. 232-241 [doi]
• Arabic Word-level Readability Visualization for Assisted Text SimplificationReem Hazim, Hind Saddiki, Bashar Alhafni, Muhamed al Khalil, Nizar Habash. 242-249 [doi]
• LogiTorch: A PyTorch-based library for logical reasoning on natural languageChadi Helwe, Chloé Clavel, Fabian M. Suchanek. 250-257 [doi]
• stopes - Modular Machine Translation PipelinesPierre Andrews, Guillaume Wenzek, Kevin Heffernan, Onur Çelebi, Anna Sun, Ammar Kamran, Yingzhe Guo, Alexandre Mourachko, Holger Schwenk, Angela Fan. 258-265 [doi]
• GEMv2: Multilingual NLG Benchmarking in a Single Line of CodeSebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bernd Bohnet. 266-281 [doi]
• KGI: An Integrated Framework for Knowledge Intensive Language TasksMd. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya. 282-288 [doi]
• Twitter-Demographer: A Flow-based Tool to Enrich Twitter DataFederico Bianchi, Vincenzo Cutrona, Dirk Hovy. 289-297 [doi]
• Azimuth: Systematic Error Analysis for Text ClassificationGabrielle Gauthier Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frederic Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le. 298-310 [doi]
• SynKB: Semantic Search for Synthetic ProceduresFan Bai, Alan Ritter, Peter Madrid, Dayne Freitag, John Niekrasz. 311-318 [doi]
• Camelira: An Arabic Multi-Dialect Morphological DisambiguatorOssama Obeid, Go Inoue, Nizar Habash. 319-326 [doi]
• POTATO: The Portable Text Annotation ToolJiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Apostolos Dedeloudis, Jackson Sargent, David Jurgens. 327-337 [doi]
• KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion ModelsHaris Widjaja, Kiril Gashteovski, Wiem Ben Rim, Pengfei Liu 0003, Christopher Malon, Daniel Ruffinelli, Carolin Lawrence, Graham Neubig. 338-350 [doi]
• FALTE: A Toolkit for Fine-grained Annotation for Long Text EvaluationTanya Goyal, Junyi Jessy Li, Greg Durrett. 351-358 [doi]
• SEAL: Interactive Tool for Systematic Error Analysis and LabelingNazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou 0001. 359-370 [doi]
• Hands-On Interactive Neuro-Symbolic NLP with DRaiLMaria Leonor Pacheco, Shamik Roy, Dan Goldwasser. 371-378 [doi]
• Paraphrastic Representations at ScaleJohn Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick. 379-388 [doi]
• Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM PerformanceYasaman Razeghi, Raja Sekhar Reddy Mekala, Robert L. Logan IV, Matt Gardner 0001, Sameer Singh 0001. 389-395 [doi]
• BMCook: A Task-agnostic Compression Toolkit for Big ModelsZhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han 0007, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu 0001, Maosong Sun. 396-405 [doi]
• ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language TextsAkim Tsvigun, Leonid Sanochkin, Daniil Larionov, Gleb Kuzmin, Artem Vazhentsev, Ivan Lazichny, Nikita Khromov, Danil Kireev, Aleksandr Rubashevskii, Olga Shahmatova. 406-434 [doi]
• TextBox 2.0: A Text Generation Library with Pre-trained Language ModelsTianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen. 435-444 [doi]