Shyam Upadhyay
21 papers · 2016–2026 · 9 venues · across top CS/AI venues
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question answering
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entity linking
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mathematical reasoning
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self-supervised learning
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zero-shot learning
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temporal reasoning
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structured prediction
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multilingual nlp
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cross-lingual transfer
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cross-lingual embedding
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chain-of-thought reasoning
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factuality evaluation
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text generation
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natural language inference
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dependency parsing
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contextual reasoning
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entity disambiguation
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few-shot learning
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Papers
Do LLMs Really Need 10+ Thoughts for “Find the Time 1000 Days Later”? Towards Structural Understanding of LLM Overthinking
ACL 2026
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
NAACL 2025
AutoMix: Automatically Mixing Language Models
NeurIPS 2024
Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions?
ACL 2023
Efficient Encoders for Streaming Sequence Tagging
EACL 2023
Streaming Intended Query Detection using E2E Modeling for Continued Conversation
Interspeech 2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding
ACL 2022
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering
ACL 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog
ACL 2021
A General-Purpose Algorithm for Constrained Sequential Inference
CoNLL 2019
Combining Discourse Markers and Cross-lingual Embeddings for Synonym–Antonym Classification
NAACL 2019
Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages
EMNLP 2018
Joint Multilingual Supervision for Cross-lingual Entity Linking
EMNLP 2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences
NAACL 2018
Robust Cross-Lingual Hypernymy Detection Using Dependency Context
NAACL 2018
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
EACL 2017
Cross-Lingual Dataless Classification for Many Languages
IJCAI 2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison
ACL 2016
Equation Parsing : Mapping Sentences to Grounded Equations
EMNLP 2016
Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems
EMNLP 2016
Revisiting the Evaluation for Cross Document Event Coreference
COLING 2016