| 2025 | Generate but Verify: Answering with Faithfulness in RAG-based Question Answering. | Simone Filice, Elad Haramaty, Guy Horowitz, Zohar S. Karnin, Liane Lewin-Eytan, Alex Shtoff |
| 2025 | Faithful Transcription: Leveraging Bible Recordings to Improve ASR for Endangered Languages. | ric Le Ferrand, Cian Mohamed Bashar Hauser, Joshua K. Hartshorne, Emily Prud'hommeaux |
| 2025 | MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language. | Farhan Farsi, Farnaz Aghababaloo, Shahriar Shariati Motlagh, Parsa Ghofrani, MohammadAli SadraeiJavaheri, Shayan Bali, Amirhossein Shabani, Farbod Bijary, Ghazal Zamaninejad, Amirmohammad Salehoof, Saeedeh Momtazi |
| 2025 | Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation. | Daniel Fadlon, David Dov, Aviya Bennett, Daphna Heller-Miron, Gad Levy, Kfir Bar, Ahuva Weiss-Meilik |
| 2025 | SiLQ: Simple Large Language Model Quantization-Aware Training. | Steven K. Esser, Jeffrey L. McKinstry, Deepika Bablani, Rathinakumar Appuswamy, Dharmendra S. Modha |
| 2025 | Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis. | Yigit Efe Enhos, Shira Wein, Scott Alfeld |
| 2025 | An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring. | Sana Ebrahimi, Mohsen Dehghankar, Abolfazl Asudeh |
| 2025 | Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation. | Debanjan Dutta, Faizanuddin Ansari, Swagatam Das |
| 2025 | Enhancing Long Document Long Form Summarisation with Self-Planning. | Xiaotang Du, Rohit Saxena, Laura Perez-Beltrachini, Pasquale Minervini, Ivan Titov |
| 2025 | Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory. | Vrund Dobariya, Jatayu Baxi, Bhavika Gambhava, Brijesh Bhatt |
| 2025 | Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning. | Nhi Hoai Doan, Tatsuya Hiraoka, Kentaro Inui |
| 2025 | SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents. | Arjun T. D, Anand Kumar Madasamy, Sheela Ramanna |
| 2025 | Exploring the Performance of Large Language Models on Subjective Span Identification Tasks. | Alphaeus Dmonte, Roland Oruche, Tharindu Ranasinghe, Marcos Zampieri, Prasad Calyam |
| 2025 | Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? | Tawsif Tashwar Dipto, Azmol Hossain, Rubayet Sabbir Faruque, Md. Rezuwan Hassan, Kanij Fatema, Tanmoy Shome, Ruwad Naswan, Md Foriduzzaman Zihad, Mohaymen Ul Anam, Nazia Tasnim, Hasan Mahmud, Md. Kamrul Hasan, Md. Mehedi Hasan Shawon, Farig Sadeque, Tahsin Reasat |
| 2025 | Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval. | Shubhashis Roy Dipta, Francis Ferraro |
| 2025 | Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges. | Pinaki Das, Virendra Singh, Pushpak Bhattacharyya, Gholamreza Haffari |
| 2025 | Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels. | Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav |
| 2025 | Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? | Kunal Kingkar Das, Manoj Balaji Jagadeeshan, Nallani Chakravartula Sahith, Jivnesh Sandhan, Pawan Goyal |
| 2025 | How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? | Christian Clark, Byung-Doh Oh, William Schuler |
| 2025 | From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge. | Nafis Chowdhury, Moinul Haque, Anika Ahmed, Nazia Tasnim, Md. Istiak Hossain Shihab, Sajjadur Rahman, Farig Sadeque |
| 2025 | Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication. | Shadab Hafiz Choudhury, Asha Kumar, Lara J. Martin |
| 2025 | Incorporating Dialogue State Tracking into Japanese Full-duplex Task-oriented Spoken Dialogue Model. | Yuya Chiba, Ryuichiro Higashinaka |
| 2025 | Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models. | Veer Chheda, Avantika Sankhe, Aaditya Uday Ghaisas |
| 2025 | SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing. | Jing Chen, Zhiheng Yang, Yixian Shen, Jie Liu, Adam Belloum, Paola Grosso, Chrysa Papagianni |
| 2025 | Atomic Consistency Preference Optimization for Long-Form Question Answering. | Jingfeng Chen, Raghuveer Thirukovalluru, Junlin Wang, Kaiwei Luo, Bhuwan Dhingra |