Papers
FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model
Yichen Lu, Jiaqi Song, Chao-Han Huck Yang et al.
Fast Evidence Extraction for Grounded Language Model Outputs
Pranav Mani, Davis Liang, Zachary Chase Lipton
Fast Forwarding Low-Rank Training
Adir Rahamim, Naomi Saphra, Sara Kangaslahti et al.
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
Han Guo, William Brandon, Radostin Cholakov et al.
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
Junyi Zhu, Shuochen Liu, Yu Yu et al.
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
Iuliia Thorbecke, Juan Pablo Zuluaga Gomez, Esaú Villatoro-tello et al.
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation
Si Chen, Feiyang Kang, Ning Yu et al.
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
Xiaochen Wang, Jiaqi Wang, Houping Xiao et al.
Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng et al.
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda et al.
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting
Marco Naguib, Xavier Tannier, Aurélie Névéol
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model
Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly et al.
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
Ajay Kumar Jaiswal, Bodun Hu, Lu Yin et al.
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation
Branislav Pecher, Jan Cegin, Robert Belanec et al.
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data
Yang Ba, Michelle V Mancenido, Rong Pan
Filtered Direct Preference Optimization
Tetsuro Morimura, Mitsuki Sakamoto, Yuu Jinnai et al.
Final Submission of SJTULoveFiction to Literary Task
Haoxiang Sun, Tianxiang Hu, Ruize Gao et al.
Financial Forecasting from Textual and Tabular Time Series
Ross Koval, Nicholas Andrews, Xifeng Yan
Finding Blind Spots in Evaluator LLMs with Interpretable Checklists
Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Sshubam Verma et al.
Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024
Francesco Tinner, Raghav Mantri, Mammad Hajili et al.
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
Chrysoula Zerva, Frederic Blain, José G. C. De Souza et al.
Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level
Mariana Neves, Cristian Grozea, Philippe Thomas et al.
Findings of the WMT 2024 Shared Task of the Open Language Data Initiative
Laurie Burchell, Jean Maillard, Antonios Anastasopoulos et al.
Findings of the WMT 2024 Shared Task on Chat Translation
Wafaa Mohammed, Sweta Agrawal, Amin Farajian et al.
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation
Longyue Wang, Siyou Liu, Chenyang Lyu et al.