Natural Language Processing

AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content NAACL 2024 A World CLASSE Student Summary Corpus NAACL 2024 AXCEL: Automated eXplainable Consistency Evaluation using LLMs EMNLP 2024 Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024 Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning ACL 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024 A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024 A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews NAACL 2024 BabelBot at AraFinNLP2024: Fine-tuning T5 for Multi-dialect Intent Detection with Synthetic Data and Model Ensembling ACL 2024 BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack NeurIPS 2024 BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CoNLL 2024 BabyLM Challenge: Exploring the effect of variation sets on language model training efficiency CoNLL 2024 Backdoor Attacks on Multilingual Machine Translation NAACL 2024 Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024 Back to School: Translation Using Grammar Books EMNLP 2024 Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods EMNLP 2024 Backtracing: Retrieving the Cause of the Query EACL 2024 Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection AAAI 2024 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 BadEdit: Backdooring Large Language Models by Model Editing ICLR 2024 BadRock at SemEval-2024 Task 8: DistilBERT to Detect Multigenerator, Multidomain and Multilingual Black-Box Machine-Generated Text SemEval 2024 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NeurIPS 2024 Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024 Balancing Visual Context Understanding in Dialogue for Image Retrieval EMNLP 2024 BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models COLING 2024