📰 Papers

This section (without any claim to comprehensiveness) lists papers, that uses one of our trained models. Thanks for using our models 🤗

• Towards automating Numerical Consistency Checks in Financial Reports - Lars Hillebrand, Tobias Deußer, Tim Dilmaghani, Bernd Kliem, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
• Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter - Maram Hasanain, Tamer Elsayed
• Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers - Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavaš
• Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation - Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu
• Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing - Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras
• FairGer: Using NLP to Measure Support for Women and Migrants in 155 Years of German Parliamentary Debates - Dominik Beese, Ole Pütz, Steffen Eger
• Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings - Yiren Jian, Chongyang Gao, Soroush Vosoughi
• Unsupervised Lexical Substitution with Decontextualised Embeddings - Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau
• On the Limitations of Sociodemographic Adaptation with Transformers - Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavaš
• Integrating Linguistic Theory and Neural Language Models - Bai Li
• Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates - Ines Rehbein, Josef Ruppenhofer, Julian Bernauer
• Named Entity Linking with Entity Representation by Multiple Embeddings - Oleg Vasilyev, Alex Dauenhauer, Vedant Dharnidharka, John Bohannon
• A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis - Sandra Wankmüller
• You Are What You Write: Preserving Privacy in the Era of Large Language Models - Richard Plant, Valerio Giuffrida, Dimitra Gkatzia
• Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation - Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen, Long Hu, Zhengdao Li, Hwang Kai
• SU-NLP at SemEval-2022 Task 11: Complex Named Entity Recognition with Entity Linking - Buse Çarık, Fatih Beyhan, Reyyan Yeniterzi
• Modeling Intensification for Sign Language Generation: A Computational Approach - Mert İnan, Yang Zhong, Sabit Hassan, Lorna Quandt, Malihe Alikhani
• Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists - Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
• IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation - Gabriele Sarti, Malvina Nissim
• Neural reality of argument structure constructions - Bai Li, Zining Zhu, Guillaume Thomas, Frank Rudzicz, Yang Xu
• A Study on the Ambiguity in Human Annotation of German Oral History Interviews for Perceived Emotion Recognition and Sentiment Analysis - Michael Gref, Nike Matthiesen, Sreenivasa Hikkal Venugopala, Shalaka Satheesh, Aswinkumar Vijayananth, Duc Bach Ha, Sven Behnke, Joachim Köhler
• Detection of Increased Time Intervals of Anti-Vaccine Tweets for COVID-19 Vaccine with BERT Model - Ülkü Tuncer Küçüktaş, Fatih Uysal, Fırat Hardalaç, İsmail Biri
• Sign Language Video Retrieval with Free-Form Textual Queries - Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol
• KIND: an Italian Multi-Domain Dataset for Named Entity Recognition - Teresa Paccosi, Alessio Palmero Aprosio
• Distilling the Knowledge of Romanian BERTs Using Multiple Teachers - Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascălu, Traian Rebedea, Vasile Păiş, Dan Tufiş
• Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? - Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou, Joakim Edin, Lars Maaløe, Anders Søgaard, Christian Igel
• Namesakes: Ambiguously Named Entities from Wikipedia and News - Oleg Vasilyev, Aysu Altun, Nidhi Vyas, Vedant Dharnidharka, Erika Lam, John Bohannon
• Investigation on Data Adaptation Techniques for Neural Named Entity Recognition - Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney
• Cross-Language Learning for Entity Matching - Ralph Peeters, Christian Bizer
• ur-iw-hnt at GermEval 2021: An Ensembling Strategy with Multiple BERT Models - Hoai Nam Tran, Udo Kruschwitz
• Electoral Programs of German Parties 2021: A Computational Analysis Of Their Comprehensibility and Likeability Based On SentiArt - Arthur M. Jacobs, Annette Kinder
• Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus - Daniela Trotta, Raffaele Guarasci, Elisa Leonardelli, Sara Tonelli
• Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News - Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto Barrón-Cedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Watheq Mansour, Bayan Hamdan, Zien Sheikh Ali, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, Thomas Mandl, Mucahid Kutlu, Yavuz Selim Kartal
• DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection - Luke Gessler, Shabnam Behzad, Yang Janet Liu, Siyao Peng, Yilun Zhu, Amir Zeldes
• UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims - Ipek Baris Schlicht, Angel Felipe Magnossão de Paula, Paolo Rosso
• Does Summary Evaluation Survive Translation to Other Languages? - Neslihan Iskender, Oleg Vasilyev, Tim Polzehl, John Bohannon, Sebastian Möller
• Introducing an Abusive Language Classification Framework for Telegram to Investigate the German Hater Community - Maximilian Wich, Adrian Gorniak, Tobias Eder, Daniel Bartmann, Burak Enes Çakici, Georg Groh
• Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise - Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise
• Mitigating Language-Dependent Ethnic Bias in BERT - Jaimeen Ahn, Alice Oh
• Infusing Future Information into Monotonic Attention Through Language Models - Mohd Abbas Zaidi, Sathish Indurthi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim
• Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven - Niclas Hildebrandt, Benedikt Boenninghoff, Dennis Orth, Christopher Schymura
• MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer - Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos
• Contrastive Language-Image Pre-training for the Italian Language - Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
• PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors - Andrei-Marius Avram, Vasile Pais, Dan Tufis
• Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews - Pablo Restrepo Henao, Jannik Fischbach, Dominik Spies, Julian Frattini, Andreas Vogelsang
• Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation - Evan Williams, Paul Rodrigues, Sieu Tran
• Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings - Xinyu Wang, Zixia Jia, Yong Jiang, Kewei Tu
• BERTTune: Fine-Tuning Neural Machine Translation with BERTScore - Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
• Auto-tagging of Short Conversational Sentences using Transformer Methods - D. Emre Taşar, Şükrü Ozan, Umut Özdil, M. Fatih Akca, Oğuzhan Ölmez, Semih Gülüm, Seçilay Kutal, Ceren Belhan
• Evaluating the Efficacy of Summarization Evaluation across Languages - Fajri Koto, Jey Han Lau, Timothy Baldwin
• Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning - Forrest Davis, Marten van Schijndel
• John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs - Yova Kementchedjhieva, Mark Anderson, Anders Søgaard
• Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking - Fangyu Liu, Ivan Vuli?, Anna Korhonen, Nigel Collier
• Adapting Monolingual Models: Data can be Scarce when Language Similarity is High - Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling
• RECKONition: a NLP-based system for Industrial Accidents at Work Prevention - Patrizia Agnello, Silvia M. Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
• Discourse Probing of Pretrained Language Models - Fajri Koto, Jey Han Lau, Timothy Baldwin
• Statistically significant detection of semantic shifts using contextual word embeddings - Yang Liu, Alan Medlar, Dorota Glowacka
• Spotify at TREC 2020: Genre-Aware Abstractive Podcast Summarization - Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
• Better Neural Machine Translation by Extracting Linguistic Information from BERT - Hassan S. Shavarani, Anoop Sarkar
• Czert -- Czech BERT-like Model for Language Representation - Jakub Sido, Ondřej Pražák, Pavel Přibáň, Jan Pašek, Michal Seják, Miloslav Konopík
• Re-Evaluating GermEval17 Using German Pre-Trained Language Models - M. Aßenmacher, A. Corvonato, C. Heumann
• Multilingual Answer Sentence Reranking via Automatically Translated Data - Thuy Vu, Alessandro Moschitti
• How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models - Phillip Rust, Jonas Pfeiffer, Ivan Vulić, Sebastian Ruder, Iryna Gurevych
• Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling - Philipp Grandeit, Carolyn Haberkern, Maximiliane Lang, Jens Albrecht, Robert Lehmann
• GottBERT: a pure German Language Model - Raphael Scheible, Fabian Thomczyk, Patric Tippmann, Victor Jaravine, Martin Boeker
• Flood Detection via Twitter Streams using Textual and Visual Features - Firoj Alam, Zohaib Hassan, Kashif Ahmad, Asma Gul, Michael Reiglar, Nicola Conci, Ala AL-Fuqaha
• CL-IMS @ DIACR-Ita: Volente o Nolente: BERT does not outperform SGNS on Semantic Change Detection - Severin Laicher, Gioia Baldissin, Enrique Castañeda, Dominik Schlechtweg, Sabine Schulte im Walde
• BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention - Zhebin Zhang, Sai Wu, Dawei Jiang, Gang Chen
• NLP-CIC @ PRELEARN: Mastering prerequisites relations, from handcrafted features to embeddings - Jason Angel, Segun Taofeek Aroyehun, Alexander Gelbukh
• Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias - Marion Bartl, Malvina Nissim, Albert Gatt
• Graph-Based Universal Dependency Parsing in the Age of the Transformer: What Works, and What Doesn't - Stefan Grünewald, Annemarie Friedrich, Jonas Kuhn
• BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media - Tharindu Ranasinghe, Hansi Hettiarachchi
• XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization - Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, Mohammad Taher Pilehvar
• X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models - Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig
• Probing Pretrained Language Models for Lexical Semantics - Ivan Vulić, Edoardo Maria Ponti, Robert Litschko, Goran Glavaš, Anna Korhonen
• Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only - Ziyi Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano
• Automated Concatenation of Embeddings for Structured Prediction - Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
• Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher - Giannis Karamanolakis, Daniel Hsu, Luis Gravano
• Discontinuous Constituent Parsing as Sequence Labeling - David Vilares, Carlos Gómez-Rodríguez
• Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus - Inna Vogel, Jeong-Eun Choi, Meghana Meghana
• The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task - James Barry, Joachim Wagner, Jennifer Foster
• Hybrid Enhanced Universal Dependencies Parsing - Johannes Heinecke
• Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing - Han He, Jinho D. Choi
• Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task - Jenna Kanerva, Filip Ginter, Sampo Pyysalo
• Evaluating German Transformer Language Models with Syntactic Agreement Tests - Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller
• Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020 - Lenka Bajcetic, Seung-bin Yim
• UPB at GermEval-2020 Task 3: Assessing Summaries for German Texts using BERTScore and Sentence-BERT - Andrei Paraschiv, Dumitru-Clementin Cercel
• Predicting Cognitive and Motivational Style from German Text using Multilingual Transformer Architecture - Henning Schäfer, Ahmad Idrissi-Yaghir, Andreas Schimanowski, Michael Raphael Bujotzek, Hendrik Damm, Jannis Nagel, and Christoph M. Friedrich
• Improving Sentence Boundary Detection for Spoken Language Transcripts - Ines Rehbein, Josef Ruppenhofer, Thomas Schmidt
• A New Resource for German Causal Language - Ines Rehbein, Josef Ruppenhofer
• KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media - Ali Safaya, Moutasem Abdullatif, Deniz Yuret
• Pre-training Polish Transformer-based Language Models at Scale - Sławomir Dadas, Michał Perełkiewicz, Rafał Poświata
• An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition - Gizem Aras, Didem Makaroglu, Seniz Demir, Altan Cakir
• Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages - Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts
• Evaluating Transformer-Based Multilingual Text Classification - Sophie Groenwold, Samhita Honnavalli, Lily Ou, Aesha Parekh, Sharon Levy, Diba Mirza, William Yang Wang
• Chart-based Zero-shot Constituency Parsing on Multiple Languages - Taeuk Kim, Bowen Li, Sang-goo Lee
• A Systematic Analysis of Morphological Content in BERT Models for Multiple Languages - Daniel Edmiston
• PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry - Thomas Haider, Steffen Eger, Evgeny Kim, Roman Klinger, Winfried Menninghaus
• Masked Language Model Scoring - Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff