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Pith Number

pith:2YRDRAQE

pith:2020:2YRDRAQEJ3Q6O56P5SOYI3IIKV
not attested not anchored not stored refs pending

Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection

Chanhee Lee, Dong-Hun Lee, Dongsuk Oh, Dongyub Lee, Kijong Han, Saebyeok Lee, Taesun Whang

arxiv:2009.04703 v2 · 2020-09-10 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2YRDRAQEJ3Q6O56P5SOYI3IIKV}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T01:59:57.729880Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d6223882044ee1e777cfec9d846d085540a32291c0ca60e38c45824dd11aa1d6

Aliases

arxiv: 2009.04703 · arxiv_version: 2009.04703v2 · doi: 10.48550/arxiv.2009.04703 · pith_short_12: 2YRDRAQEJ3Q6 · pith_short_16: 2YRDRAQEJ3Q6O56P · pith_short_8: 2YRDRAQE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2YRDRAQEJ3Q6O56P5SOYI3IIKV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d6223882044ee1e777cfec9d846d085540a32291c0ca60e38c45824dd11aa1d6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "db5a3805f09ae6bf7c2108ccfc68689856c5acf8c2986801c4f1f27ca2a5f9ac",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-09-10T07:39:05Z",
    "title_canon_sha256": "0d5feee0d781101af30a5a69bb4117950774f58c9718b0805be0ab96b7ec54d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.04703",
    "kind": "arxiv",
    "version": 2
  }
}