Papers
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh, Freddie Vargus, Daniel D’souza et al.
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Ahmet Üstün, Viraat Aryabumi, Zheng Yong et al.
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
Gregor Geigle, Radu Timofte, Goran Glavaš
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
Arash Ahmadian, Chris Cremer, Matthias Gallé et al.
BadActs: A Universal Backdoor Defense in the Activation Space
Biao Yi, Sishuo Chen, Yiming Li et al.
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents
Yifei Wang, Dizhan Xue, Shengjie Zhang et al.
Balanced Data Sampling for Language Model Training with Clustering
Yunfan Shao, Linyang Li, Zhaoye Fei et al.
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model
Hengyuan Zhang, Yanru Wu, Dawei Li et al.
Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries
Mais Alheraki, Souham Meshoul
BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM
Zhewen Shen, Aditya Joshi, Ruey-Cheng Chen
Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries
Jolie Zhou, Camille Cole, Annie Chen
BASS: Batched Attention-optimized Speculative Sampling
Haifeng Qian, Sujan Kumar Gonugondla, Sungsoo Ha et al.
BatchEval: Towards Human-like Text Evaluation
Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al.
Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning
Kaiyi Zhang, Ang Lv, Yuhan Chen et al.
BATS: BenchmArking Text Simplicity 🦇
Christin Kreutz, Fabian Haak, Björn Engelmann et al.
Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models
Francesco Tonolini, Nikolaos Aletras, Jordan Massiah et al.
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
Xueliang Zhao, Xinting Huang, Tingchen Fu et al.
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
Zheng Chu, Jingchang Chen, Qianglong Chen et al.
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
Ge Qu, Jinyang Li, Bowen Li et al.
BELT: Building Endangered Language Technology
Michael Ginn, David Saavedra-Beltrán, Camilo Robayo et al.
∞Bench: Extending Long Context Evaluation Beyond 100K Tokens
Xinrong Zhang, Yingfa Chen, Shengding Hu et al.
BenchIE^FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark
Fabrice Lamarche, Philippe Langlais
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
Tianqi Zhong, Zhaoyi Li, Quan Wang et al.