Generation

SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs ICLR 2024 Suri: Multi-constraint Instruction Following in Long-form Text Generation EMNLP 2024 Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US EMNLP 2024 SWAG: Storytelling With Action Guidance EMNLP 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 Syllable-level lyrics generation from melody exploiting character-level language model EACL 2024 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NeurIPS 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems EMNLP 2024 SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization EMNLP 2024 SyntaxShap: Syntax-aware Explainability Method for Text Generation ACL 2024 SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking EACL 2024 Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024 Synthetic Arabic Medical Dialogues Using Advanced Multi-Agent LLM Techniques ACL 2024 Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages NeurIPS 2024 SynTOD: Augmented Response Synthesis for Robust End-to-End Task-Oriented Dialogue System COLING 2024 Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024 TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers Interspeech 2024 Taking Action Towards Graceful Interaction: The Effects of Performing Actions on Modelling Policies for Instruction Clarification Requests EACL 2024 Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens EMNLP 2024 Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation AAAI 2024 Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024 Tandem Transformers for Inference Efficient LLMs ICML 2024