Kalpesh Krishna
21 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Natural Language Processing
(19)
Artificial Intelligence
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(12)
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(11)
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(11)
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(9)
Generation
(9)
Learning Types Β· Machine Learning
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(2)
Keywords
text generation
(6)
language model
(4)
large language model
(4)
retrieval-augmented generation
(3)
contrastive learning
(2)
paraphrase generation
(2)
style transfer
(2)
pre-trained language model
(2)
human evaluation
(2)
question answering
(2)
transformer architecture
(2)
natural language inference
(1)
sentiment analysis
(1)
multilingual nlp
(1)
preference alignment
(1)
machine translation
(1)
transfer learning
(1)
knowledge distillation
(1)
factuality evaluation
(1)
self-attention mechanism
(1)
Papers
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
NAACL 2025
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
EMNLP 2024
GEE! Grammar Error Explanation with Large Language Models
NAACL 2024
PostMark: A Robust Blackbox Watermark for Large Language Models
EMNLP 2024
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution
EACL 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
EMNLP 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization
EACL 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
NeurIPS 2023
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature
EMNLP 2022
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
ACL 2022
RankGen: Improving Text Generation with Large Ranking Models
EMNLP 2022
RELiC: Retrieving Evidence for Literary Claims
ACL 2022
SLING: Sino Linguistic Evaluation of Large Language Models
EMNLP 2022
Do Long-Range Language Models Actually Use Long-Range Context?
EMNLP 2021
Hurdles to Progress in Long-form Question Answering
NAACL 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models
ACL 2021
Reformulating Unsupervised Style Transfer as Paraphrase Generation
EMNLP 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs
ICLR 2020
Generating Question-Answer Hierarchies
ACL 2019
Syntactically Supervised Transformers for Faster Neural Machine Translation
ACL 2019
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
EMNLP 2018