Dissecting In-Context Learning of Translations in GPTs
Paper • 2310.15987 • Published • 6
Multilingual
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Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca
Paper • 2309.08958 • Published • 2 -
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages
Paper • 2305.04160 • Published • 2 -
Ziya-VL: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning
Paper • 2310.08166 • Published • 1 -
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 87 -
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
Paper • 2309.11674 • Published • 33 -
Towards Effective Disambiguation for Machine Translation with Large Language Models
Paper • 2309.11668 • Published • 1 -
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions
Paper • 2308.12674 • Published • 1 -
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations
Paper • 2308.14186 • Published • 1 -
Extrapolating Large Language Models to Non-English by Aligning Languages
Paper • 2308.04948 • Published • 1 -
Neural Machine Translation Models Can Learn to be Few-shot Learners
Paper • 2309.08590 • Published • 1 -
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Paper • 2308.14508 • Published • 2 -
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Paper • 2304.04675 • Published • 1 -
Baichuan 2: Open Large-scale Language Models
Paper • 2309.10305 • Published • 22 -
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Paper • 2303.03915 • Published • 7 -
Efficient Finetuning Large Language Models For Vietnamese Chatbot
Paper • 2309.04646 • Published • 2 -
Qwen Technical Report
Paper • 2309.16609 • Published • 38 -
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
Paper • 2309.10706 • Published • 17 -
Sequence-to-Sequence Spanish Pre-trained Language Models
Paper • 2309.11259 • Published • 1 -
Snowman: A Million-scale Chinese Commonsense Knowledge Graph Distilled from Foundation Model
Paper • 2306.10241 • Published • 1 -
Zero-Shot Cross-Lingual Summarization via Large Language Models
Paper • 2302.14229 • Published • 1 -
Towards Unifying Multi-Lingual and Cross-Lingual Summarization
Paper • 2305.09220 • Published • 2 -
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Paper • 2306.01709 • Published • 1 -
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval
Paper • 2204.02292 • Published • 1 -
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Paper • 2110.07560 • Published • 2 -
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Paper • 2308.07282 • Published • 1 -
A General-Purpose Multilingual Document Encoder
Paper • 2305.07016 • Published • 1 -
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese
Paper • 2304.08823 • Published • 1 -
Massively Multilingual Lexical Specialization of Multilingual Transformers
Paper • 2208.01018 • Published • 1 -
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
Paper • 2306.00789 • Published • 1 -
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation
Paper • 2205.08180 • Published • 1 -
Bootstrapping Multilingual AMR with Contextual Word Alignments
Paper • 2102.02189 • Published • 1 -
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
Paper • 2212.09535 • Published • 1 -
A Family of Pretrained Transformer Language Models for Russian
Paper • 2309.10931 • Published • 6 -
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
Paper • 2309.07462 • Published • 4 -
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Paper • 2309.04662 • Published • 25 -
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models
Paper • 2308.16149 • Published • 29 -
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning
Paper • 2310.13448 • Published • 1 -
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting
Paper • 2310.05824 • Published • 1 -
GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4
Paper • 2310.13988 • Published • 1 -
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
Paper • 2309.17061 • Published • 1 -
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation
Paper • 1804.06609 • Published • 1 -
Skywork: A More Open Bilingual Foundation Model
Paper • 2310.19341 • Published • 6 -
Chinese Fine-Grained Financial Sentiment Analysis with Large Language Models
Paper • 2306.14096 • Published • 1 -
Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation
Paper • 2305.15011 • Published • 1 -
InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction Tuning
Paper • 2305.13627 • Published • 1 -
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Paper • 2305.07004 • Published • 1 -
M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
Paper • 2306.04387 • Published • 9 -
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models
Paper • 2210.12360 • Published • 1 -
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning
Paper • 2307.13923 • Published • 1 -
Evaluating GPT-3.5 and GPT-4 on Grammatical Error Correction for Brazilian Portuguese
Paper • 2306.15788 • Published • 2 -
Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?
Paper • 2305.15183 • Published • 1 -
CFGPT: Chinese Financial Assistant with Large Language Model
Paper • 2309.10654 • Published • 1 -
Chinese Open Instruction Generalist: A Preliminary Release
Paper • 2304.07987 • Published • 2 -
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
Paper • 2307.16039 • Published • 4 -
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
Paper • 2309.10661 • Published • 1 -
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation
Paper • 2210.07535 • Published • 1 -
Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation
Paper • 2309.14174 • Published • 1 -
Semantics-aware Attention Improves Neural Machine Translation
Paper • 2110.06920 • Published • 1 -
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models
Paper • 2309.01940 • Published • 2 -
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
Paper • 2305.11129 • Published • 2 -
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation
Paper • 2305.06156 • Published • 2 -
Constructing Multilingual Code Search Dataset Using Neural Machine Translation
Paper • 2306.15604 • Published • 1 -
Neural Machine Translation for Code Generation
Paper • 2305.13504 • Published • 1 -
On Learning Meaningful Code Changes via Neural Machine Translation
Paper • 1901.09102 • Published • 1 -
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search
Paper • 2305.11626 • Published • 1 -
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages
Paper • 2212.06742 • Published • 3 -
Simultaneous Machine Translation with Large Language Models
Paper • 2309.06706 • Published • 1 -
New Trends in Machine Translation using Large Language Models: Case Examples with ChatGPT
Paper • 2305.01181 • Published • 1 -
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition
Paper • 2307.05956 • Published • 1 -
Distributional Data Augmentation Methods for Low Resource Language
Paper • 2309.04862 • Published • 1 -
Direct Neural Machine Translation with Task-level Mixture of Experts models
Paper • 2310.12236 • Published • 3 -
CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling
Paper • 2309.05270 • Published • 1 -
Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model
Paper • 2212.09811 • Published • 1 -
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
Paper • 2312.06134 • Published • 3 -
Sabiá: Portuguese Large Language Models
Paper • 2304.07880 • Published • 4 -
YAYI 2: Multilingual Open-Source Large Language Models
Paper • 2312.14862 • Published • 14 -
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Paper • 2205.12148 • Published • 2 -
Efficient Monotonic Multihead Attention
Paper • 2312.04515 • Published • 8 -
TigerBot: An Open Multilingual Multitask LLM
Paper • 2312.08688 • Published • 6 -
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
Paper • 2311.07463 • Published • 15 -
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data
Paper • 2311.06753 • Published • 6 -
FinGPT: Large Generative Models for a Small Language
Paper • 2311.05640 • Published • 30 -
On the Impact of Cross-Domain Data on German Language Models
Paper • 2310.07321 • Published • 1 -
Assessment of Pre-Trained Models Across Languages and Grammars
Paper • 2309.11165 • Published • 1 -
Democratizing Neural Machine Translation with OPUS-MT
Paper • 2212.01936 • Published • 1 -
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging
Paper • 2209.09900 • Published • 1 -
MaLA-500: Massive Language Adaptation of Large Language Models
Paper • 2401.13303 • Published • 12 -
LangBridge: Multilingual Reasoning Without Multilingual Supervision
Paper • 2401.10695 • Published • 5 -
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?
Paper • 2312.12683 • Published • 1 -
A Simple Framework to Accelerate Multilingual Language Model for Monolingual Text Generation
Paper • 2401.10660 • Published • 2 -
PersianMind: A Cross-Lingual Persian-English Large Language Model
Paper • 2401.06466 • Published • 5 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 54 -
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions
Paper • 2305.15083 • Published • 2 -
Multilingual Instruction Tuning With Just a Pinch of Multilinguality
Paper • 2401.01854 • Published • 11 -
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Paper • 2402.06619 • Published • 57 -
PALO: A Polyglot Large Multimodal Model for 5B People
Paper • 2402.14818 • Published • 23 -
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
Paper • 2402.14086 • Published • 12 -
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon
Paper • 2402.02113 • Published -
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning
Paper • 2402.02080 • Published • 2 -
A Morphologically-Aware Dictionary-based Data Augmentation Technique for Machine Translation of Under-Represented Languages
Paper • 2402.01939 • Published • 1 -
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
Paper • 2401.07037 • Published • 2 -
Constrained Decoding for Cross-lingual Label Projection
Paper • 2402.03131 • Published -
Do Llamas Work in English? On the Latent Language of Multilingual Transformers
Paper • 2402.10588 • Published • 1 -
Neural Machine Translation with Byte-Level Subwords
Paper • 1909.03341 • Published • 1 -
Multilingual Byte2Speech Models for Scalable Low-resource Speech Synthesis
Paper • 2103.03541 • Published -
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish
Paper • 2309.11346 • Published -
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5
Paper • 2110.15248 • Published -
MonoByte: A Pool of Monolingual Byte-level Language Models
Paper • 2209.11035 • Published -
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages
Paper • 2305.17179 • Published -
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
Paper • 2311.08849 • Published • 6 -
Machine Translation by Projecting Text into the Same Phonetic-Orthographic Space Using a Common Encoding
Paper • 2305.12371 • Published -
Are Character-level Translations Worth the Wait? Comparing Character- and Subword-level Models for Machine Translation
Paper • 2302.14220 • Published -
Bilingual End-to-End ASR with Byte-Level Subwords
Paper • 2205.00485 • Published -
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning
Paper • 2404.09163 • Published -
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
Paper • 2403.18058 • Published • 4 -
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching
Paper • 2403.19930 • Published -
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
Paper • 2405.19327 • Published • 48 -
Enhancing Amharic-LLaMA: Integrating Task Specific and Generative Datasets
Paper • 2402.08015 • Published • 1 -
Multilingual Large Language Models Are Not (Yet) Code-Switchers
Paper • 2305.14235 • Published -
Deterministic Reversible Data Augmentation for Neural Machine Translation
Paper • 2406.02517 • Published -
Context-Aware Machine Translation with Source Coreference Explanation
Paper • 2404.19505 • Published -
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation
Paper • 2405.19290 • Published -
MaskLID: Code-Switching Language Identification through Iterative Masking
Paper • 2406.06263 • Published • 5 -
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
Paper • 2406.13923 • Published • 25 -
Rethinking Tokenization: Crafting Better Tokenizers for Large Language Models
Paper • 2403.00417 • Published • 3 -
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
Paper • 2406.19759 • Published -
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
Paper • 2305.12182 • Published • 1