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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)

EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023
Affective and Dynamic Beam Search for Story Generation EMNLP 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention EMNLP 2023
Using In-Context Learning to Improve Dialogue Safety EMNLP 2023
HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue EMNLP 2023
Improving Consistency for Text Summarization with Energy Functions EMNLP 2023
Uniform Complexity for Text Generation EMNLP 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
Conditioning on Dialog Acts improves Empathy Style Transfer EMNLP 2023
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Vector-Quantized Prompt Learning for Paraphrase Generation EMNLP 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Sound of Story: Multi-modal Storytelling with Audio EMNLP 2023
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023