conftrace_

Generation

11,987 papers (2 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Generation (5,089) Dialogue Systems (2,880) Language Modeling (2,693) Summarization (1,882) Retrieval-Augmented Generation (403)

Papers per year

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94

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465

735

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1,088

1,540

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Papers (including subtopics)

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL EMNLP 2024 Improving Dialog Safety using Socially Aware Contrastive Learning EACL 2024 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024 Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo NAACL 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024 Improving Factuality and Reasoning in Language Models through Multiagent Debate ICML 2024 Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training NAACL 2024 Improving Faithfulness in Abstractive Text Summarization with EDUs Using BART (Student Abstract) AAAI 2024 Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency COLING 2024 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024 Improving Grammatical Error Correction by Correction Acceptability Discrimination COLING 2024 Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback EACL 2024 Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024 Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis ACL 2024 Improving Low-Resource Keyphrase Generation through Unsupervised Title Phrase Generation COLING 2024 Improving Multi-party Dialogue Generation via Topic and Rhetorical Coherence EMNLP 2024 Improving Open-Domain Dialogue Response Generation with Multi-Source Multilingual Commonsense Knowledge AAAI 2024 Improving Open-Ended Text Generation via Adaptive Decoding ICML 2024 Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024 Improving Socratic Question Generation using Data Augmentation and Preference Optimization NAACL 2024 Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach EMNLP 2024 Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning AAAI 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 Improving Transformers with Dynamically Composable Multi-Head Attention ICML 2024