Large Language Models

Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023 Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023 Retrieval-Augmented Chain-of-Thought in Semi-structured Domains EMNLP 2023 Retrieval-Augmented Multimodal Language Modeling ICML 2023 Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023 Retrieval-based Language Models and Applications ACL 2023 RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023 Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension EACL 2023 Reviewriter: AI-Generated Instructions For Peer Review Writing ACL 2023 Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023 Revisiting Automated Topic Model Evaluation with Large Language Models EMNLP 2023 Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? EMNLP 2023 Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications EMNLP 2023 Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023 Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models EACL 2023 Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NeurIPS 2023 Revisiting the Knowledge Injection Frameworks EMNLP 2023 Robustness of Learning from Task Instructions ACL 2023 Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023 Romanization-based Large-scale Adaptation of Multilingual Language Models EMNLP 2023 R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents ICML 2023 Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data SemEval 2023 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023 SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023