Resources & Methods

Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023 Skill-it! A data-driven skills framework for understanding and training language models NeurIPS 2023 SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT ACL 2023 Slav-NER: the 4th Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages EACL 2023 SLDT: Sequential Latent Document Transformer for Multilingual Document-based Dialogue ACL 2023 SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023 SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German EACL 2023 SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models ICML 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 SocBERT: A Pretrained Model for Social Media Text EACL 2023 SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023 Soft Language Clustering for Multilingual Model Pre-training ACL 2023 Solving Cosine Similarity Underestimation between High Frequency Words by ℓ2 Norm Discounting ACL 2023 Solving Hard Analogy Questions with Relation Embedding Chains EMNLP 2023 Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion EMNLP 2023 Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources EMNLP 2023 SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023 SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models UAI 2023 Speaking Multiple Languages Affects the Moral Bias of Language Models ACL 2023 Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 EMNLP 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023 SpecTr: Fast Speculative Decoding via Optimal Transport NeurIPS 2023 SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Interspeech 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023