Large Language Models

ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023 Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023 Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023 Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023 Reviewriter: AI-Generated Instructions For Peer Review Writing ACL 2023 Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023 Revisiting Relation Extraction in the era of Large Language Models ACL 2023 Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge Transferring CVPR 2023 Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023 Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023 S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023 Scaling Laws for BERT in Low-Resource Settings ACL 2023 Scaling Laws for Generative Mixed-Modal Language Models ICML 2023 Scaling Vision-Language Models with Sparse Mixture of Experts EMNLP 2023 Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time NeurIPS 2023 Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability ACL 2023 Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Self-Refine: Iterative Refinement with Self-Feedback NeurIPS 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023 Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL 2023