Second Workshop on Interactive Learning for Natural Language Processing

Accepted Papers

Accepted papers
Confronting Active Learning for Relation Extraction to a Real-life Scenario on French Newspaper Data Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier, Pascale Sébillot pdf
Towards Interactive Language Modeling Maartje ter Hoeve, Evgeny Kharitonov, Dieuwke Hupkes, Emmanuel Dupoux pdf
Detecting Label Errors in Token Classification Data Wei-Chen Wang, Jonas Mueller pdf, poster, talk
KRISS-Search: A Contextual Span Recommender for Biomedical Text Louis Blankemeier, Robert Tinn, Sid Kiblawi, Yu Gu, Akshay Chaudhari, Hoifung Poon, Sheng Zhang, Mu Wei, Sam Preston pdf
Weakly-Supervised Referring Image Segmentation with Multimodal Transformers
User-defined Content Detection Framework Keonwoo Kim, Sungzoon Cho, Younggun Lee pdf, poster
Conversational Music Retrieval with Synthetic Data Megan Leszczynski, Ravi Ganti, Shu Zhang, Krisztian Balog, Filip Radlinski, Fernando Pereira, Arun Tejasvi Chaganty pdf
Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiantè Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi pdf
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao, Howard Chen, John Yang, Karthik Narasimhan pdf
Countering Language Drift with KL Regularization Michael Noukhovitch, Samuel Lavoie, Issam H. Laradji, Douwe Kiela, Florian Strub, Aaron Courville pdf
INSPIRED: A Large-Scale Dataset and Simulation Framework for Exploring Interactive Learning in Knowledge-Based Question Answering Lingbo Mo, Ashley Lewis, Huan Sun, Michael White pdf, poster, talk
An Interactive Framework for Image Retrieval Nikhil Mehta, Fan Yang, Stephen Rawls, Loris Bazzani, Chengwei Su, Emre Barut pdf, poster, talk
An Interactive Neuro-Symbolic Framework for Identifying Latent Themes in Large Text Collections Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin, Dan Goldwasser pdf
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva pdf
Rank-One Editing of Encoder-Decoder Models Vikas Raunak, Arul Menezes pdf
Assistance with large language models Dmitrii Krasheninnikov, Egor Krasheninnikov, David Krueger pdf
PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data Shubhanshu Mishra, Jana Diesner pdf
Error Detection for Interactive Text-to-SQL Semantic Parsing Shijie Chen, Ziru Chen, Huan Sun, Yu Su pdf
On Grounded Planning for Embodied Tasks with Language Models Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren pdf