| 2025 | REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives. | Sayantan Adak, Pauras Mangesh Meher, Paramita Das, Animesh Mukherjee |
| 2025 | RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents. | Sayantan Adak, Animesh Mukherjee |
| 2025 | Paramananda@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets using FastText and BERT. | Darwin Acharya, Sundeep Dawadi, Shivram Saud, Sunil Regmi |
| 2025 | The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature. | Izza AbuHaija, Salim Al Mandhari, Mo El-Haj, Jonas Sibony, Paul Rayson |
| 2025 | CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection. | Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Fatima Uroosa, Nida Hafeez, Grigori Sidorov, Olga Kolesnikova, Olumide Ebenezer Ojo |
| 2025 | CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English. | Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Oluwatobi Joseph Abiola, Temitope Olasunkanmi Oladepo, Olumide Ebenezer Ojo, Grigori Sidorov, Olga Kolesnikova |
| 2025 | AMWAL: Named Entity Recognition for Arabic Financial News. | Muhammad S. Abdo, Yash A. Hatekar, Damir Cavar |
| 2025 | Indonesian Speech Content De-Identification in Low Resource Transcripts. | Rifqi Naufal Abdjul, Dessi Puji Lestari, Ayu Purwarianti, Candy Olivia Mawalim, Sakriani Sakti, Masashi Unoki |
| 2025 | DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification. | Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani, Mohammed M. Abdelgwad, Adam Jatowt |
| 2025 | Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models. | Harika Abburi, Alex Chandler, Edward Bowen, Sanmitra Bhattacharya, Nirmala Pudota |
| 2025 | Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders. | Saeed Abbasi, Aijun An, Heidar Davoudi, Ronald Di Carlantonio, Gary Farmaner |
| 2025 | CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems. | Tao Feng, Lizhen Qu, Xiaoxi Kang, Gholamreza Haffari |
| 2025 | OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising. | Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu |
| 2025 | Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs. | Yi Fang, Moxin Li, Wenjie Wang, Lin Hui, Fuli Feng |
| 2025 | Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization. | Ying Gao, Yuxin Xie, Huanghao Deng, Zukun Zhu |
| 2025 | Multilingual Continual Learning using Attention Distillation. | Sanjay Agrawal, Deep Nayak, Vivek Sembium |
| 2025 | Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders. | Sanjay Agrawal, Faizan Ahemad, Vivek Sembium |
| 2025 | BuDDIE: A Business Document Dataset for Multi-task Information Extraction. | Dongsheng Wang, Ran Zmigrod, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah |
| 2025 | JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements. | Zhu Liu, Zhen Hu, Ying Liu |
| 2025 | Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection. | Fei Wu, Hao Jin, Changhui Hu, Yimu Ji, Xiao-Yuan Jing, Guo-Ping Jiang |
| 2025 | Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking. | Ming Dong, Zhiwei Cheng, Changyin Luo, Tingting He |
| 2025 | Hi-GEC: Hindi Grammar Error Correction in Low Resource Scenario. | Ujjwal Sharma, Pushpak Bhattacharyya |
| 2025 | TrenTeam at Multilingual Counterspeech Generation: Multilingual Passage Re-Ranking Approaches for Knowledge-Driven Counterspeech Generation Against Hate. | Daniel Russo |
| 2025 | FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task. | Zhiwei Liu, Keyi Wang, Zhuo Bao, Xin Zhang, Jiping Dong, Kailai Yang, Mohsinul Kabir, Polydoros Giannouris, Rui Xing, Seongchan Park, Jaehong Kim, Dong Li, Qianqian Xie, Sophia Ananiadou |
| 2025 | Driving Chinese Spelling Correction from a Fine-Grained Perspective. | Linfeng Liu, Hongqiu Wu, Hai Zhao |