| 2024 | Prefixing Attention Sinks can Mitigate Activation Outliers for Large Language Model Quantization. | Seungwoo Son, Wonpyo Park, Woohyun Han, Kyuyeun Kim, Jaeho Lee |
| 2024 | Pedagogical Alignment of Large Language Models. | Shashank Sonkar, Kangqi Ni, Sapana Chaudhary, Richard G. Baraniuk |
| 2024 | MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education. | Shashank Sonkar, Naiming Liu, Myco Le, Richard G. Baraniuk |
| 2024 | Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning. | Shashank Sonkar, Naiming Liu, Richard G. Baraniuk |
| 2024 | A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect. | Lingyun Song, Chengkun Yang, Xuanyu Li, Xuequn Shang |
| 2024 | AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories. | Yifan Song, Weimin Xiong, Xiutian Zhao, Dawei Zhu, Wenhao Wu, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations. | Huacheng Song, Hongzhi Xu |
| 2024 | RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation. | Juntong Song, Xingguang Wang, Juno Zhu, Yuanhao Wu, Xuxin Cheng, Randy Zhong, Cheng Niu |
| 2024 | SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases. | Yanqi Song, Ruiheng Liu, Shu Chen, Qianhao Ren, Yu Zhang, Yongqi Yu |
| 2024 | VeriScore: Evaluating the factuality of verifiable claims in long-form text generation. | Yixiao Song, Yekyung Kim, Mohit Iyyer |
| 2024 | Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval. | Jonghyun Song, Cheyon Jin, Wenlong Zhao, Andrew McCallum, Jay-Yoon Lee |
| 2024 | Does Large Language Model Contain Task-Specific Neurons? | Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2024 | Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages. | Jimin Sohn, Haeji Jung, Alex Cheng, Jooeon Kang, Yilin Du, David R. Mortensen |
| 2024 | Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups. | Razvan-Alexandru Smadu, David-Gabriel Ion, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel |
| 2024 | Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer. | Jiasheng Si, Yingjie Zhu, Wenpeng Lu, Deyu Zhou |
| 2024 | Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution. | Ankita Sinha, Wendi Cui, Kamalika Das, Jiaxin Zhang |
| 2024 | Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model. | Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly, Debasis Samanta, Pabitra Mitra |
| 2024 | Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models. | Somanshu Singla, Zhen Wang, Tianyang Liu, Abdullah Ashfaq, Zhiting Hu, Eric P. Xing |
| 2024 | Personal Large Language Model Agents: A Case Study on Tailored Travel Planning. | Harmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira, Chul Lee |
| 2024 | Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework. | Gopendra Vikram Singh, Sai Vemulapalli, Mauajama Firdaus, Asif Ekbal |
| 2024 | SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers. | Shruti Singh, Nandan Sarkar, Arman Cohan |
| 2024 | Refining App Reviews: Dataset, Methodology, and Evaluation. | Amrita Singh, Chirag Jain, Mohit Chaudhary, Preethu Anish |
| 2024 | DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete. | Sonali Singh, Sachin Farfade, Prakash Mandayam Comar |
| 2024 | LEGOBench: Scientific Leaderboard Generation Benchmark. | Shruti Singh, Shoaib Alam, Husain Malwat, Mayank Singh |
| 2024 | GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses. | Bhavuk Singhal, Anshu Aditya, Lokesh Todwal, Shubham Jain, Debashis Mukherjee |