BlackboxNLP@EMNLP

Keyphrases

Publications

2022

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering. BlackboxNLP@EMNLP (2022)
Ning Shi, Boxin Wang, Wei Wang, Xiangyu Liu, Zhouhan Lin
Revisit Systematic Generalization via Meaningful Learning. BlackboxNLP@EMNLP (2022)
Ahmed Abdelali, Nadir Durrani, Fahim Dalvi, Hassan Sajjad
Post-hoc analysis of Arabic transformer models. BlackboxNLP@EMNLP (2022)
Mughilan Muthupari, Samrat Halder, Asad B. Sayeed, Yuval Marton
Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit. BlackboxNLP@EMNLP (2022)
Darcey Riley, David Chiang
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition. BlackboxNLP@EMNLP (2022)
Rasmus Kær Jørgensen, Fiammetta Caccavale, Christian Igel, Anders Søgaard
Are Multilingual Sentiment Models Equally Right for the Right Reasons? BlackboxNLP@EMNLP (2022)
Diego García-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace
Intermediate Entity-based Sparse Interpretable Representation Learning. BlackboxNLP@EMNLP (2022)
Jenny Kunz, Martin Jirenius, Oskar Holmström, Marco Kuhlmann
Human Ratings Do Not Reflect Downstream Utility: A Study of Free-Text Explanations for Model Predictions. BlackboxNLP@EMNLP (2022)
Digvijay Ingle, Rishabh Kumar Tripathi, Ayush Kumar, Kevin Patel, Jithendra Vepa
Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? BlackboxNLP@EMNLP (2022)
Kwabena Amponsah-Kaakyire, Daria Pylypenko, Josef van Genabith, Cristina España-Bonet
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? BlackboxNLP@EMNLP (2022)
Julia Rozanova, Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino, André Freitas
Decomposing Natural Logic Inferences for Neural NLI. BlackboxNLP@EMNLP (2022)
Kiron Deb, Xuan Zhang, Kevin Duh
Post-Hoc Interpretation of Transformer Hyperparameters with Explainable Boosting Machines. BlackboxNLP@EMNLP (2022)
Oleg Serikov, Vitaly Protasov, Ekaterina Voloshina, Viktoria Knyazkova, Tatiana Shavrina
Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation. BlackboxNLP@EMNLP (2022)
Hessam Amini, Leila Kosseim
How (Un)Faithful is Attention? BlackboxNLP@EMNLP (2022)
Jingcheng Niu, Wenjie Lu, Eric Corlett, Gerald Penn
Using Roark-Hollingshead Distance to Probe BERT's Syntactic Competence. BlackboxNLP@EMNLP (2022)
William Jurayj, William Rudman, Carsten Eickhoff
Garden Path Traversal in GPT-2. BlackboxNLP@EMNLP (2022)
Sergey Troshin, Nadezhda Chirkova
Probing Pretrained Models of Source Codes. BlackboxNLP@EMNLP (2022)
Sunit Bhattacharya, Vilém Zouhar, Ondrej Bojar
Sentence Ambiguity, Grammaticality and Complexity Probes. BlackboxNLP@EMNLP (2022)
Guillaume Wisniewski, Lichao Zhu, Nicolas Ballier, François Yvon
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System. BlackboxNLP@EMNLP (2022)
Alice Hein, Klaus Diepold
A Minimal Model for Compositional Generalization on gSCAN. BlackboxNLP@EMNLP (2022)
Manuj Malik, Richard Johansson
Controlling for Stereotypes in Multimodal Language Model Evaluation. BlackboxNLP@EMNLP (2022)
Arian Hosseini, Ankit Vani, Dzmitry Bahdanau, Alessandro Sordoni, Aaron C. Courville
On the Compositional Generalization Gap of In-Context Learning. BlackboxNLP@EMNLP (2022)
Lining Zhang, Mengchen Wang, Liben Chen, Wenxin Zhang
Probing GPT-3's Linguistic Knowledge on Semantic Tasks. BlackboxNLP@EMNLP (2022)
Anurag Katakkar, Clay H. Yoo, Weiqin Wang, Zachary C. Lipton, Divyansh Kaushik
Practical Benefits of Feature Feedback Under Distribution Shift. BlackboxNLP@EMNLP (2022)
Badr Abdullah, Dietrich Klakow
Analyzing the Representational Geometry of Acoustic Word Embeddings. BlackboxNLP@EMNLP (2022)
Stefan Schouten, Peter Bloem, Piek Vossen
Probing the representations of named entities in Transformer-based Language Models. BlackboxNLP@EMNLP (2022)
Royi Rassin, Shauli Ravfogel, Yoav Goldberg
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models. BlackboxNLP@EMNLP (2022)
Teemu Vahtola, Mathias Creutz, Jörg Tiedemann
It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark. BlackboxNLP@EMNLP (2022)
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 8, 2022 BlackboxNLP@EMNLP (2022)
Zheng Zhao, Yftah Ziser, Shay B. Cohen
Understanding Domain Learning in Language Models Through Subpopulation Analysis. BlackboxNLP@EMNLP (2022)
Filip Klubicka, John D. Kelleher
Probing with Noise: Unpicking the Warp and Weft of Embeddings. BlackboxNLP@EMNLP (2022)
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions. BlackboxNLP@EMNLP (2022)
Isar Nejadgholi, Esma Balkir, Kathleen C. Fraser, Svetlana Kiritchenko
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information. BlackboxNLP@EMNLP (2022)
Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov
Sparse Interventions in Language Models with Differentiable Masking. BlackboxNLP@EMNLP (2022)
Wenchuan Mu, Kwan Hui Lim
Universal Evasion Attacks on Summarization Scoring. BlackboxNLP@EMNLP (2022)
Ruixuan Tang, Hanjie Chen, Yangfeng Ji
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification. BlackboxNLP@EMNLP (2022)
Pangbo Ban, Yifan Jiang, Tianran Liu, Shane Steinert-Threlkeld
Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis. BlackboxNLP@EMNLP (2022)
David K. Yi, James V. Bruno, Jiayu Han, Peter Zukerman, Shane Steinert-Threlkeld
Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models. BlackboxNLP@EMNLP (2022)

2021