A Legacy of Graphs: Celebrating Dragomir Radev’s Contributions to Graph-Based Natural Language Processing. Rada Michalchea
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs. Oana Ignat, Santiago Castro, Weiji Li, Rada Mihalcea
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings. William Brannon, Wonjune Kang, Suyash Fulay, Hang Jiang, Brandon Roy, Deb Roy, Jad Kabbara
A Pipeline Approach for Parsing Documents into Uniform Meaning Representation Graphs. Jayeol Chun, Nianwen Xue
Financial Product Ontology Population with Large Language Models. Chanatip Saetia, Jiratha Phruetthiset, Tawunrat Chalothorn, Monchai Lertsutthiwong, Supawat Taerungruang, Pakpoom Buabthong
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification. Alla Chepurova, Yuri Kuratov, Aydar Bulatov, Mikhail Burtsev
Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification. Noon Pokaratsiri Goldstein, Saadullah Amin, Günter Neumann
Leveraging Graph Structures to Detect Hallucinations in Large Language Models. Noa Nonkes, Sergei Agaronian, Evangelos Kanoulas, Roxana Petcu
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM. Peiran Yao, Kostyantyn Guzhva, Denilson Barbosa
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering. Andrey Sakhovskiy, Mikhail Salnikov, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Möller, Debayan Banerjee, Junbo Huang, Longquan Jiang, Rana Abdullah, Xi Yan, Dmitry Ustalov, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko
HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs. Wei Tang, Xiaosong Qiao, Xiaofeng Zhao, Min Zhang, Chang Su, Yuang Li, Yinglu Li, Yilun Liu, Feiyu Yao, shimin tao, Hao Yang, He Xianghui
nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet. Nikita Kurdiukov, Viktoriia Zinkovich, Sergey Karpukhin, Pavel Tikhomirov
TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task. Mayank Rakesh, Parikshit Saikia, Saket Kumar Shrivastava
NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning. Movina Moses, Vishnudev Kuruvanthodi, Mohab Elkaref, Shinnosuke Tanaka, James Barry, Geeth De Mel, Campbell D Watson
Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions. Maria Lysyuk, Pavel Braslavski
JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering. Julia Belikova, Evegeniy Beliakin, Vasily Konovalov
SyntaxShap: Syntax-aware Explainability Method for Text Generation. Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. Chenyang Huang, Abbas Ghaddar, Ivan Kobyzev, Mehdi Rezagholizadeh, Osmar R. Zaiane, Boxing Chen