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Generation

11,966 papers (2 classified directly here)

Subtopics

Text Generation (5,125) Dialogue Systems (2,916) Language Modeling (2,579) Summarization (1,978) Retrieval-Augmented Generation (362)

Papers per year

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Papers (including subtopics)

Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023
Harnessing the power of LLMs: Evaluating human-AI text co-creation through the lens of news headline generation EMNLP 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023
Detecting Syntactic Change with Pre-trained Transformer Models EMNLP 2023
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023
Test-time Augmentation for Factual Probing EMNLP 2023
Search Augmented Instruction Learning EMNLP 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Understanding Translationese in Cross-Lingual Summarization EMNLP 2023
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
Joint Semantic and Strategy Matching for Persuasive Dialogue EMNLP 2023
Non-Autoregressive Sentence Ordering EMNLP 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023
FREDSum: A Dialogue Summarization Corpus for French Political Debates EMNLP 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023
Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition EMNLP 2023
Frugal Prompting for Dialog Models EMNLP 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023