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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)

Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models EMNLP 2023
Instructive Dialogue Summarization with Query Aggregations EMNLP 2023
Turn-Level Active Learning for Dialogue State Tracking EMNLP 2023
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023
Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction EMNLP 2023
Don’t Trust ChatGPT when your Question is not in English: A Study of Multilingual Abilities and Types of LLMs EMNLP 2023
Active Retrieval Augmented Generation EMNLP 2023
Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs EMNLP 2023
A Diffusion Weighted Graph Framework for New Intent Discovery EMNLP 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023
Background Summarization of Event Timelines EMNLP 2023
Reasoning with Language Model is Planning with World Model EMNLP 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation EMNLP 2023
Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition EMNLP 2023
Structure-aware Knowledge Graph-to-text Generation with Planning Selection and Similarity Distinction EMNLP 2023
Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources EMNLP 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization EMNLP 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation EMNLP 2023
Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts EMNLP 2023
A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation EMNLP 2023
Active Learning for Natural Language Generation EMNLP 2023