Large Language Models

Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information AACL 2023 SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023 SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research EMNLP 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023 SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023 Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? CoNLL 2023 Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity ACL 2023 Syntax-Aware Retrieval Augmented Code Generation EMNLP 2023 Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023 Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023 Systematic Generalization by Finetuning? Analyzing Pretrained Language Models Using Constituency Tests EMNLP 2023 Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ACL 2023 Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only EMNLP 2023 TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023 TART: A plug-and-play Transformer module for task-agnostic reasoning NeurIPS 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 Task-specific Compression for Multi-task Language Models using Attribution-based Pruning EACL 2023 Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 Teaching Small Language Models to Reason ACL 2023 Teaching Structured Vision & Language Concepts to Vision & Language Models CVPR 2023 Team JUSTR00 at SemEval-2023 Task 3: Transformers for News Articles Classification SemEval 2023 Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023