Kazuma Hashimoto
29 papers · 2013–2024 · 7 conferences · across top CS/AI conferences
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ACL (10)
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NAACL (4)
ICLR (2)
COLING (1)
CONLL (1)
EACL (1)
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Keywords
few-shot learning
(4)
question answering
(4)
machine translation
(3)
passage retrieval
(2)
out-of-scope detection
(2)
generative model
(2)
intent classification
(2)
text generation
(2)
zero-shot learning
(2)
dense retrieval
(2)
multi-task learning
(2)
beam search
(2)
sequence tagging
(2)
pre-trained language model
(2)
natural language inference
(2)
transfer learning
(2)
in-context learning
(2)
attention mechanism
(1)
text classification
(1)
natural language processing
(1)
Papers
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling?
EACL 2024
MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning
EMNLP 2024
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning
NAACL 2024
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue
ACL 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction
ACL 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
ACL 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval
ACL 2022
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection
ACL 2022
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering
ACL 2022
Field Extraction from Forms with Unlabeled Data
ACL 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
NAACL 2022
Transforming Sequence Tagging Into A Seq2Seq Task
EMNLP 2022
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
ICLR 2021
Focused Attention Improves Document-Grounded Generation
NAACL 2021
Dense Hierarchical Retrieval for Open-domain Question Answering
EMNLP 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label
EMNLP 2021
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference
EMNLP 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
EMNLP 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
ICLR 2020
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking
COLING 2020
A High-Quality Multilingual Dataset for Structured Documentation Translation
ACL 2019
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
NAACL 2019
Neural Machine Translation with Source-Side Latent Graph Parsing
EMNLP 2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
EMNLP 2017
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
ACL 2016
Tree-to-Sequence Attentional Neural Machine Translation
ACL 2016
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
CONLL 2015
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
EMNLP 2014
Simple Customization of Recursive Neural Networks for Semantic Relation Classification
EMNLP 2013