← Authors

Kazuma Hashimoto

29 papers · 2013–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (63) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (15) ⚑ Prolific Year (9) πŸ’Ž Century Club (29) ❓ The Questioner (3) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (118)

Conferences

ACL (10) EMNLP (10) NAACL (4) ICLR (2) COLING (1) CONLL (1) EACL (1)

Top co-authors

Caiming Xiong (15) Yingbo Zhou (9) Yoshimasa Tsuruoka (8) Semih Yavuz (7) Richard Socher (6) Philip Yu (4) Karthik Raman (4) Wenhao Liu (3) Jianguo Zhang (3) Makoto Miwa (3)

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