conftrace_

Resources & Methods

16,283 papers (38 classified directly here)

Subtopics

Large Language Models (9,153) Multilingual NLP (4,621) Text Representation (2,258) Lexical Semantics (767) Knowledge Editing (459) Transfer Learning (459) Multimodal NLP (97) Prompt Engineering (93) Pretraining (77)

Papers per year

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Papers (including subtopics)

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024
Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024
Patentformer: A Novel Method to Automate the Generation of Patent Applications EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024
Intent Detection in the Age of LLMs EMNLP 2024
GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024
Mixture of Diverse Size Experts EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024
Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024
Can Large Language Models Identify Authorship? EMNLP 2024
TransLLaMa: LLM-based Simultaneous Translation System EMNLP 2024
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024
An Open-Source Data Contamination Report for Large Language Models EMNLP 2024
Reformatted Alignment EMNLP 2024
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction EMNLP 2024
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization EMNLP 2024
LLM-supertagger: Categorial Grammar Supertagging via Large Language Models EMNLP 2024
Editing Conceptual Knowledge for Large Language Models EMNLP 2024