Active Learning Principles for In-Context Learning with Large Language Models
Comments To appear at Findings of EMNLP (Camera Ready version)
期刊&会议
EMNLP
Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing
Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language
Comments EMNLP 2023 Findings
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts
Comments EMNLP 2023 Main Conference (Oral)
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches
Comments Findings of EMNLP 2023
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation
Comments EMNLP 2023 Main
Approximating Two-Layer Feedforward Networks for Efficient Transformers
Comments Accepted to EMNLP 2023 Findings
Automatic Analysis of Substantiation in Scientific Peer Reviews
Comments Accepted to EMNLP 2023 Findings
Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses
Comments Accepted in EMNLP 2024 NLP-OSS workshop. arXiv admin note: text overlap with arXiv:2006.16152, arXiv:2112.04008
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
Comments EMNLP 2023
Sparse Low-rank Adaptation of Pre-trained Language Models
Comments Accepted to EMNLP 2023 (Main Conference)
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning
Comments EMNLP 2023
Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender
Comments EMNLP Findings 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing
Comments EMNLP 2023 Findings
MEAL: Stable and Active Learning for Few-Shot Prompting
Comments EMNLP 2023 Findings
Unsupervised Opinion Summarization Using Approximate Geodesics
Comments Findings of EMNLP 2023
CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies
Comments EMNLP 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Comments EMNLP 2023: Systems Demonstrations
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP
Comments Camera ready version for 2023 EMNLP (The Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM))
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
Comments Findings of EMNLP 2022. For conference video and anthology version, see https://aclanthology.org/2022.findings-emnlp.520/
Question Directed Graph Attention Network for Numerical Reasoning over Text
Comments Accepted at EMNLP 2020
Countering Misinformation via Emotional Response Generation
Comments Accepted to EMNLP 2023 main conference
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study
Comments Accepted at the GenBench workshop at EMNLP 2023; 9 pages in the main paper, 5 pages with references and 4 pages with appendices
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing
Comments EMNLP 20223 (Findings)
Hierarchical Catalogue Generation for Literature Review: A Benchmark
Comments EMNLP 2023 findings
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection
Comments Accepted to EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding
Comments accepted at GenBench workshop, EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries
Comments EMNLP 2023-Findings
Construction Artifacts in Metaphor Identification Datasets
Comments Short paper accepted to EMNLP 2023 main conference
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
Comments Published at EMNLP 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
Comments EMNLP 2023 Camera Ready Version
