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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)

Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation EMNLP 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024
Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System EMNLP 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis EMNLP 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval EMNLP 2024
Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024
Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition EMNLP 2024
Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024
Mixed-Session Conversation with Egocentric Memory EMNLP 2024
Automating Easy Read Text Segmentation EMNLP 2024
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024
To Err Is Human, but Llamas Can Learn It Too EMNLP 2024
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024