Large Language Models

In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023 Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023 Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023 Inference-Time Intervention: Eliciting Truthful Answers from a Language Model NeurIPS 2023 Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023 Information Extraction from Polish Radiology Reports Using Language Models EACL 2023 INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023 Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023 Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023 InsightPilot: An LLM-Empowered Automated Data Exploration System EMNLP 2023 Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023 Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023 INTELMO: Enhancing Models’ Adoption of Interactive Interfaces EMNLP 2023 Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023 Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision NeurIPS 2023 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023 Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023 Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023 Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios EMNLP 2023 Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023 Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization Interspeech 2023 INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023 In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages EMNLP 2023 IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023