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arxiv_id
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SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
2305.13617
Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection
2307.12935
Pruning Pre-trained Language Models Without Fine-Tuning
2210.06210
When Does Translation Require Context? A Data-driven, Multilingual Exploration
2109.07446
Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest
2209.06293
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
2210.14896
Being Right for Whose Right Reasons?
2306.00639
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
2305.12182
A Theory of Unsupervised Speech Recognition
2306.07926
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
2212.10018
Diverse Demonstrations Improve In-context Compositional Generalization
2212.06800
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering
2212.10375
On the Efficacy of Sampling Adapters
2307.03749
Measuring Progress in Fine-grained Vision-and-Language Understanding
2305.07558
Elaboration-Generating Commonsense Question Answering at Scale
2209.01232
White-Box Multi-Objective Adversarial Attack on Dialogue Generation
2305.03655
Few-shot Adaptation Works with UnpredicTable Data
2208.01009
In-Context Analogical Reasoning with Pre-Trained Language Models
2305.17626
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
2305.15387
REV: Information-Theoretic Evaluation of Free-Text Rationales
2210.04982
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues
2305.16798
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
2207.02578
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained
2312.06188
What Makes Pre-trained Language Models Better Zero-shot Learners?
2209.15206
Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment
2305.12260
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
2305.04091
Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step
2306.14050
Generating EDU Extracts for Plan-Guided Summary Re-Ranking
2305.17779
Gradient-based Intra-attention Pruning on Pre-trained Language Models
2212.07634
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation
2306.01657
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization
2212.07672
InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation
2305.06002
HistRED: A Historical Document-Level Relation Extraction Dataset
2307.04285
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism
2212.09086
A Survey on Zero Pronoun Translation
2305.10196
MPCHAT: Towards Multimodal Persona-Grounded Conversation
2305.17388
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
2305.09148
Alleviating Over-smoothing for Unsupervised Sentence Representation
2305.06154
From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding
2305.14571
Code4Struct: Code Generation for Few-Shot Event Structure Prediction
2210.12810
Efficient Semiring-Weighted Earley Parsing
2307.02982
Entity Tracking in Language Models
2305.02363
WACO: Word-Aligned Contrastive Learning for Speech Translation
2212.09359
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations
2305.10172
Parameter-Efficient Fine-Tuning without Introducing New Latency
2305.16742
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
2204.08582
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models
2211.15029
Unified Demonstration Retriever for In-Context Learning
2305.04320
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships
2212.10545
Hidden Schema Networks
2207.03777
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations
2211.08794
Pre-Training to Learn in Context
2305.09137
Privacy-Preserving Domain Adaptation of Semantic Parsers
2212.10520
KILM: Knowledge Injection into Encoder-Decoder Language Models
2302.09170
Tokenization and the Noiseless Channel
2306.16842
Reasoning with Language Model Prompting: A Survey
2212.09597
DISCO: Distilling Counterfactuals with Large Language Models
2212.10534
SCOTT: Self-Consistent Chain-of-Thought Distillation
2305.01879
Evaluating Open-Domain Question Answering in the Era of Large Language Models
2305.06984
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
2210.04885
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training
2206.00621
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation
2305.13776
What is the best recipe for character-level encoder-only modelling?
2305.05461
Dialect-robust Evaluation of Generated Text
2211.00922
TOME: A Two-stage Approach for Model-based Retrieval
2305.11161
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings
2211.04928
Forgotten Knowledge: Examining the Citational Amnesia in NLP
2305.18554
Measuring the Instability of Fine-Tuning
2302.07778
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment
2305.05940
Long-Tailed Question Answering in an Open World
2305.06557
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction
2306.11386
ContraCLM: Contrastive Learning For Causal Language Model
2210.01185
Prompting Language Models for Linguistic Structure
2211.07830
FLamE: Few-shot Learning from Natural Language Explanations
2306.08042
Fact-Checking Complex Claims with Program-Guided Reasoning
2305.12744
Patton: Language Model Pretraining on Text-Rich Networks
2305.12268
Soft Language Clustering for Multilingual Model Pre-training
2306.07610
Dynamic Transformers Provide a False Sense of Efficiency
2305.12228
Multi-target Backdoor Attacks for Code Pre-trained Models
2306.08350
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text
2211.11300
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
2211.05719
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models
2212.10474
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
2306.09308
Large Language Models Meet NL2Code: A Survey
2212.09420
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
2305.17682
WebIE: Faithful and Robust Information Extraction on the Web
2305.14293
Contextual Knowledge Learning for Dialogue Generation
2305.18200
Text Style Transfer Back-Translation
2306.01318
Continual Knowledge Distillation for Neural Machine Translation
2212.09097
CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding
2209.10918
Few-Shot Document-Level Event Argument Extraction
2209.02203
Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation
2305.08096
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
2111.00160
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023?
2212.09747
Weakly Supervised Vision-and-Language Pre-training with Relative Representations
2305.15483
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation
2306.07206
On “Scientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research
2306.02870
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
2305.13412
What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models?
2305.19597
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
2305.02549
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