| 2024 | TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media Data. | Maxime Masson, Christian Sallaberry, Marie-Nolle Bessagnet, Annig Le Parc-Lacayrelle, Philippe Roose, Rodrigo Agerri |
| 2024 | Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters. | Shahed Masoudian, Cornelia Volaucnik, Markus Schedl, Navid Rekabsaz |
| 2024 | A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages. | Nikita Martynov, Mark Baushenko, Anastasia Kozlova, Katerina Kolomeytseva, Aleksandr Abramov, Alena Fenogenova |
| 2024 | ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. | Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Frber, Frauke Kreuter, Hinrich Schtze |
| 2024 | Multimodal Fallacy Classification in Political Debates. | Eleonora Mancini, Federico Ruggeri, Paolo Torroni |
| 2024 | The Impact of Integration Step on Integrated Gradients. | Masahiro Makino, Yuya Asazuma, Shota Sasaki, Jun Suzuki |
| 2024 | Sequence Shortening for Context-Aware Machine Translation. | Pawel Maka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis |
| 2024 | TESS: Text-to-Text Self-Conditioned Simplex Diffusion. | Rabeeh Karimi Mahabadi, Hamish Ivison, Jaesung Tae, James Henderson, Iz Beltagy, Matthew E. Peters, Arman Cohan |
| 2024 | Can we obtain significant success in RST discourse parsing by using Large Language Models? | Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura |
| 2024 | GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution. | Yining Lu, Haoping Yu, Daniel Khashabi |
| 2024 | On the Intractability to Synthesize Factual Inconsistencies in Summarization. | Ge Luo, Weisi Fan, Miaoran Li, Youbiao He, Yinfei Yang, Forrest Sheng Bao |
| 2024 | Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. | Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam |
| 2024 | No Error Left Behind: Multilingual Grammatical Error Correction with Pre-trained Translation Models. | Agnes Luhtaru, Elizaveta Korotkova, Mark Fishel |
| 2024 | Towards efficient self-supervised representation learning in speech processing. | Luis Lugo, Valentin Vielzeuf |
| 2024 | Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies. | Florian Ludwig, Klara Dolos, Ana Alves-Pinto, Torsten Zesch |
| 2024 | Toward Zero-Shot Instruction Following. | Renze Lou, Wenpeng Yin |
| 2024 | High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models. | Michela Lorandi, Anya Belz |
| 2024 | CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. | Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao, Jing Jiang |
| 2024 | Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models. | Zhuowan Li, Cihang Xie, Benjamin Van Durme, Alan L. Yuille |
| 2024 | LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models. | Adian Liusie, Potsawee Manakul, Mark J. F. Gales |
| 2024 | Self-training Strategies for Sentiment Analysis: An Empirical Study. | Haochen Liu, SaiKrishna Rallabandi, Yijing Wu, Parag Dakle, Preethi Raghavan |
| 2024 | How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? | Danni Liu, Jan Niehues |
| 2024 | Quantifying Stereotypes in Language. | Yang Liu |
| 2024 | Contextualization Distillation from Large Language Model for Knowledge Graph Completion. | Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu |
| 2024 | GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres. | Jessica Lin, Amir Zeldes |