| 2024 | Low-Cost Generation and Evaluation of Dictionary Example Sentences. | Bill Cai, Clarence Boon Liang Ng, Daniel Liang, Shelvia Hotama |
| 2024 | Low-code LLM: Graphical User Interface over Large Language Models. | Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei |
| 2024 | LLMs Are Few-Shot In-Context Low-Resource Language Learners. | Samuel Cahyawijaya, Holy Lovenia, Pascale Fung |
| 2024 | Reliability Estimation of News Media Sources: Birds of a Feather Flock Together. | Sergio Burdisso, Dairazalia Sanchez-Cortes, Esa Villatoro-Tello, Petr Motlcek |
| 2024 | Prompt Tuned Embedding Classification for Industry Sector Allocation. | Valentin Leonhard Buchner, Lele Cao, Jan-Christoph Kalo, Vilhelm von Ehrenheim |
| 2024 | Returning to the Start: Generating Narratives with Related Endpoints. | Anneliese Brei, Chao Zhao, Snigdha Chaturvedi |
| 2024 | Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? | Nathan Brake, Thomas Schaaf |
| 2024 | REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking. | Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni |
| 2024 | Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison. | Maxime Bouthors, Josep Maria Crego, Franois Yvon |
| 2024 | Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. | Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens |
| 2024 | NLP for Counterspeech against Hate: A Survey and How-To Guide. | Helena Bonaldi, Yi-Ling Chung, Gavin Abercrombie, Marco Guerini |
| 2024 | XferBench: a Data-Driven Benchmark for Emergent Language. | Brendon Boldt, David R. Mortensen |
| 2024 | Leveraging Code to Improve In-Context Learning for Semantic Parsing. | Ben Bogin, Shivanshu Gupta, Peter Clark, Ashish Sabharwal |
| 2024 | Leveraging Contextual Information for Effective Entity Salience Detection. | Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro |
| 2024 | Measuring Entrainment in Spontaneous Code-switched Speech. | Debasmita Bhattacharya, Siying Ding, Alayna Nguyen, Julia Hirschberg |
| 2024 | How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes. | Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu |
| 2024 | LEAF: Language Learners' English Essays and Feedback Corpus. | Shabnam Behzad, Omid Kashefi, Swapna Somasundaran |
| 2024 | When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale. | Christos Baziotis, Biao Zhang, Alexandra Birch, Barry Haddow |
| 2024 | BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision. | Thomas Bauwens, Pieter Delobelle |
| 2024 | Denoising Attention for Query-aware User Modeling. | Elias Bassani, Pranav Kasela, Gabriella Pasi |
| 2024 | Solving Data-centric Tasks using Large Language Models. | Shraddha Barke, Christian Plitz, Carina Negreanu, Benjamin Zorn, Jos Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams |
| 2024 | Keep it Private: Unsupervised Privatization of Online Text. | Calvin Bao, Marine Carpuat |
| 2024 | Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI. | Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman, Ofir Arviv, Matan Orbach, Shachar Don-Yehiya, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz |
| 2024 | SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts. | Jean-Thomas Baillargeon, Luc Lamontagne |
| 2024 | Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning. | Ge Bai, Chenji Lu, Daichi Guo, Shilong Li, Ying Liu, Zhang Zhang, Guanting Dong, Ruifang Liu, Yong Sun |